diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
index 10320ad1f..20fd8c2b5 100644
--- a/.github/workflows/build.yml
+++ b/.github/workflows/build.yml
@@ -41,6 +41,12 @@ jobs:
         run: |
           CC=gcc-8 make
 
+      - name: Test
+        id: make_test
+        run: |
+          CC=gcc-8 make tests
+          make test
+
   ubuntu-latest-cmake:
     runs-on: ubuntu-latest
 
@@ -157,6 +163,12 @@ jobs:
         run: |
           make
 
+      - name: Test
+        id: make_test
+        run: |
+          make tests
+          make test
+
   macOS-latest-cmake:
     runs-on: macos-latest
 
diff --git a/.github/workflows/gguf-publish.yml b/.github/workflows/gguf-publish.yml
new file mode 100644
index 000000000..a6289e335
--- /dev/null
+++ b/.github/workflows/gguf-publish.yml
@@ -0,0 +1,43 @@
+# This workflow will upload a Python Package using Twine when a GGUF release is created
+# For more information see: https://help.github.com/en/actions/language-and-framework-guides/using-python-with-github-actions#publishing-to-package-registries
+
+# See `gguf-py/README.md` for how to make a release.
+
+# This workflow uses actions that are not certified by GitHub.
+# They are provided by a third-party and are governed by
+# separate terms of service, privacy policy, and support
+# documentation.
+
+name: Upload Python Package
+
+on:
+  workflow_dispatch:
+  push:
+    # Pattern matched against refs/tags
+    tags:
+      - 'gguf-v*'           # Push events to every version tag
+
+
+jobs:
+  deploy:
+
+    runs-on: ubuntu-latest
+
+    steps:
+    - uses: actions/checkout@v2
+    - name: Set up Python
+      uses: actions/setup-python@v2
+      with:
+        python-version: '3.9.x'
+    - name: Install dependencies
+      run: |
+        cd gguf-py
+        python -m pip install poetry
+        poetry install
+
+    - name: Build package
+      run: poetry build
+    - name: Publish package
+      uses: pypa/gh-action-pypi-publish@release/v1
+      with:
+        password: ${{ secrets.PYPI_API_TOKEN }}
diff --git a/Makefile b/Makefile
index c8b8a92d7..b750540fe 100644
--- a/Makefile
+++ b/Makefile
@@ -1,11 +1,28 @@
 # Define the default target now so that it is always the first target
-BUILD_TARGETS = main quantize quantize-stats perplexity embedding vdot train-text-from-scratch convert-llama2c-to-ggml simple save-load-state server embd-input-test gguf llama-bench baby-llama beam_search tests/test-c.o
+BUILD_TARGETS = main quantize quantize-stats perplexity embedding vdot train-text-from-scratch convert-llama2c-to-ggml simple save-load-state server embd-input-test gguf llama-bench baby-llama beam-search tests/test-c.o
 
 # Binaries only useful for tests
 TEST_TARGETS = tests/test-llama-grammar tests/test-grammar-parser tests/test-double-float tests/test-grad0 tests/test-opt tests/test-quantize-fns tests/test-quantize-perf tests/test-sampling tests/test-tokenizer-0-llama tests/test-tokenizer-0-falcon tests/test-tokenizer-1
 
 default: $(BUILD_TARGETS)
 
+test:
+	@echo "Running tests..."
+	@for test_target in $(TEST_TARGETS); do \
+		if [ "$$test_target" = "tests/test-tokenizer-0-llama" ]; then \
+			./$$test_target $(CURDIR)/models/ggml-vocab-llama.gguf; \
+		elif [ "$$test_target" = "tests/test-tokenizer-0-falcon" ]; then \
+			continue; \
+		elif [ "$$test_target" = "tests/test-tokenizer-1" ]; then \
+			continue; \
+		else \
+			./$$test_target; \
+		fi; \
+	done
+	@echo "All tests have been run."
+
+all: $(BUILD_TARGETS) $(TEST_TARGETS)
+
 ifndef UNAME_S
 UNAME_S := $(shell uname -s)
 endif
@@ -429,7 +446,7 @@ llama-bench: examples/llama-bench/llama-bench.cpp build-info.h ggml.o llama.o co
 baby-llama: examples/baby-llama/baby-llama.cpp ggml.o llama.o common.o $(OBJS)
 	$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
 
-beam_search: examples/beam_search/beam_search.cpp build-info.h ggml.o llama.o common.o $(OBJS)
+beam-search: examples/beam-search/beam-search.cpp build-info.h ggml.o llama.o common.o $(OBJS)
 	$(CXX) $(CXXFLAGS) $(filter-out %.h,$^) -o $@ $(LDFLAGS)
 
 ifneq '' '$(or $(filter clean,$(MAKECMDGOALS)),$(LLAMA_METAL))'
diff --git a/convert.py b/convert.py
index 448b6f0f3..a7f4c2d75 100755
--- a/convert.py
+++ b/convert.py
@@ -811,10 +811,12 @@ class OutputFile:
 
     def add_meta_arch(self, params: Params) -> None:
         name = "LLaMA"
+
+        # TODO: better logic to determine model name
         if (params.n_ctx == 4096):
             name = "LLaMA v2"
-            if params.path_model:
-                name = str(params.path_model.parent).split('/')[-1]
+        elif params.path_model:
+            name = str(params.path_model.parent).split('/')[-1]
 
         self.gguf.add_name                (name)
         self.gguf.add_context_length      (params.n_ctx)
@@ -839,8 +841,7 @@ class OutputFile:
         tokens = []
         scores = []
         toktypes = []
-        # NOTE: `all_tokens` returns the the base vocabulary and added tokens
-        # TODO: add special tokens?
+        # NOTE: `all_tokens` returns the base vocabulary and added tokens
         for text, score, toktype in vocab.all_tokens():
             tokens.append(text)
             scores.append(score)
diff --git a/examples/CMakeLists.txt b/examples/CMakeLists.txt
index 94b785224..6e65eb087 100644
--- a/examples/CMakeLists.txt
+++ b/examples/CMakeLists.txt
@@ -25,7 +25,7 @@ else()
     add_subdirectory(simple)
     add_subdirectory(embd-input)
     add_subdirectory(llama-bench)
-    add_subdirectory(beam_search)
+    add_subdirectory(beam-search)
     if (LLAMA_METAL)
         add_subdirectory(metal)
     endif()
diff --git a/examples/beam_search/CMakeLists.txt b/examples/beam-search/CMakeLists.txt
similarity index 78%
rename from examples/beam_search/CMakeLists.txt
rename to examples/beam-search/CMakeLists.txt
index b29e01092..e44a74975 100644
--- a/examples/beam_search/CMakeLists.txt
+++ b/examples/beam-search/CMakeLists.txt
@@ -1,5 +1,5 @@
-set(TARGET beam_search)
-add_executable(${TARGET} beam_search.cpp)
+set(TARGET beam-search)
+add_executable(${TARGET} beam-search.cpp)
 install(TARGETS ${TARGET} RUNTIME)
 target_link_libraries(${TARGET} PRIVATE common llama ${CMAKE_THREAD_LIBS_INIT})
 target_compile_features(${TARGET} PRIVATE cxx_std_11)
diff --git a/examples/beam_search/beam_search.cpp b/examples/beam-search/beam-search.cpp
similarity index 100%
rename from examples/beam_search/beam_search.cpp
rename to examples/beam-search/beam-search.cpp
diff --git a/gguf-py/README.md b/gguf-py/README.md
index 03ad306ec..ffe25c495 100644
--- a/gguf-py/README.md
+++ b/gguf-py/README.md
@@ -27,8 +27,25 @@ In this case, upgrade Pip to the latest:
 pip install --upgrade pip
 ```
 
-## Publishing
-To publish the package, you need to have `twine` and `build` installed:
+## Automatic publishing with CI
+
+There's a GitHub workflow to make a release automatically upon creation of tags in a specified format.
+
+1. Bump the version in `pyproject.toml`.
+2. Create a tag named `gguf-vx.x.x` where `x.x.x` is the semantic version number.
+
+```sh
+git tag -a gguf-v1.0.0 -m "Version 1.0 release"
+```
+
+3. Push the tags.
+
+```sh
+git push origin --tags
+```
+
+## Manual publishing
+If you want to publish the package manually for any reason, you need to have `twine` and `build` installed:
 
 ```sh
 pip install build twine
@@ -36,7 +53,7 @@ pip install build twine
 
 Then, folow these steps to release a new version:
 
-1. Update the version in `pyproject.toml`.
+1. Bump the version in `pyproject.toml`.
 2. Build the package:
 
 ```sh