Georgi Gerganov
ec893798b7
llama : custom attention mask + parallel decoding + no context swaps ( #3228 )
...
* tests : verify that RoPE is "additive"
* llama : replace ggml_diag_mask_inf with ggml_add (custom -inf mask)
* ggml : ggml_rope now takes a vector with positions instead of n_past
* metal : add rope_f16 kernel + optimize cpy kernels
* llama : unified KV cache + batch inference API
* llama : add new llama_decode() API that works with llama_batch
* llama : add cell_max heuristic for more efficient kv_cache
* llama : extend llama_kv_cache API
* llama : more robust cell_max heuristic + wip shift
* metal : disable concurrency optimization
* llama : add llama_kv_cache_shift_seq + no more context swaps
* llama : apply K-cache roping for Falcon and Baichuan
* speculative : fix KV cache management
* parallel : example for serving multiple users in parallel
* parallel : disable hot-plug to avoid cache fragmentation
* fixes : speculative KV cache + llama worst-case graph
* llama : extend batch API to select which logits to output
* llama : fix worst case graph build
* ggml-cuda : update rope implementation for parallel decoding (#3254 )
* ggml-cuda : update rope implementation for parallel decoding
* better solution for p0 computation
* fix rope
* simpler rope implementation
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* make : add parallel to build + fix static functions in llama.cpp
* simple : fix token counting
* parallel : various improvements
* llama : fix cell_max logic + rename functions
* parallel : try smaller batches when the KV cache is fragmented
* parallel : fix sequence termination criteria
* llama : silence errors KV cache errors
* parallel : remove new line from prompt
* parallel : process system prompt once + configurable paramters + llama API
* parallel : remove question with short answers
* parallel : count cache misses
* parallel : print misses on each request
* parallel : minor
* llama : fix n_kv to never become 0
* parallel : rename hot-plug to continuous-batching
* llama : improve llama_batch API + simplify parallel example
* simple : add parallel decoding support
* simple : improve comments + free batch
* ggml-cuda : add rope f16, restore performance with parallel decoding (#3272 )
* ggml-cuda : add rope f16, restore performance
* offload KQ_mask with all models
* fix rope shift
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* llama : disable MPI for now
ggml-ci
* train : make KQ_pos memory buffer permanent via dummy scale op
* ggml : revert change to ggml_cpy, add ggml_cont_Nd instead (#3275 )
ggml-ci
* parallel : fix bug (extra BOS) + smaller token_prev array
* parallel : fix cases where the input prompts can overflow the batch
* parallel : add disabled experimental batch chunking in powers of two
* llama : llama.h formatting + comments
* simple : add README.md
* llama : fix kv cache heuristic when context is less than 32
* parallel : fix crash when `-n -1`
* llama : simplify returns if/else branches
* metal : use mm kernels for batch size > 2
* examples : utilize new llama_get_logits_ith()
* examples : add example for batched decoding
* examples : do not eval prompt 2 times (close #3348 )
* server : clear the KV cache beyond n_past before llama_decode
* server : avoid context swaps by shifting the KV cache
---------
Co-authored-by: slaren <slarengh@gmail.com>
2023-09-28 19:04:36 +03:00
Kevin Ji
45855b3f1c
docs : mark code as Bash ( #3375 )
2023-09-28 09:11:32 -04:00
Pierre Alexandre SCHEMBRI
4aea3b846e
readme : add Mistral AI release 0.1 ( #3362 )
2023-09-28 15:13:37 +03:00
slaren
da0400344b
ggml-cuda : perform cublas fp16 matrix multiplication as fp16 ( #3370 )
...
Code Coverage / run (push) Has been cancelled
* ggml-cuda : perform cublas fp16 matrix multiplication as fp16
* try to fix rocm build
* restrict fp16 mat mul to volta and up
2023-09-28 13:08:28 +03:00
Zhang Peiyuan
e519621010
convert : remove bug in convert.py permute function ( #3364 )
2023-09-27 20:45:20 +02:00
Richard Roberson
ac43576124
make-ggml.py : compatibility with more models and GGUF ( #3290 )
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* Resync my fork with new llama.cpp commits
* examples : rename to use dash instead of underscore
* New model conversions
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-09-27 19:25:12 +03:00
Cebtenzzre
20c7e1e804
gguf : fix a few general keys ( #3341 )
2023-09-27 12:18:07 -04:00
Rickard Hallerbäck
dc6897404e
metal : reusing llama.cpp logging ( #3152 )
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* metal : reusing llama.cpp logging
* cmake : build fix
* metal : logging callback
* metal : logging va_args memory fix
* metal : minor cleanup
* metal : setting function like logging macro to capital letters
* llama.cpp : trailing whitespace fix
* ggml : log level enum used by llama
* Makefile : cleanup ggml-metal recipe
* ggml : ggml_log_callback typedef
* ggml : minor
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-09-27 18:48:33 +03:00
Jag Chadha
527e57cfd8
build : add ACCELERATE_NEW_LAPACK to fix warning on macOS Sonoma ( #3342 )
2023-09-27 18:34:32 +03:00
BarfingLemurs
ffe88a36a9
readme : add some recent perplexity and bpw measurements to READMES, link for k-quants ( #3340 )
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* Update README.md
* Update README.md
* Update README.md with k-quants bpw measurements
2023-09-27 18:30:36 +03:00
DAN™
99115f3fa6
cmake : fix build-info.h on MSVC ( #3309 )
2023-09-25 18:45:33 -04:00
2f38b454
1726f9626f
docs: Fix typo CLBlast_DIR var. ( #3330 )
2023-09-25 20:24:52 +02:00
Erik Scholz
a98b1633d5
nix : add cuda, use a symlinked toolkit for cmake ( #3202 )
2023-09-25 13:48:30 +02:00
slaren
c091cdfb24
llama-bench : add README ( #3317 )
...
* llama-bench : add README
* minor edit
2023-09-23 21:48:24 +02:00
Cebtenzzre
51a7cf5c6e
examples : fix RoPE defaults to match PR #3240 ( #3315 )
2023-09-23 12:28:50 +03:00
Kevin Ji
bedb92b603
scripts : use /usr/bin/env in shebang ( #3313 )
2023-09-22 23:52:23 -04:00
Lee Drake
bc9d3e3971
Update README.md ( #3289 )
...
* Update README.md
* Update README.md
Co-authored-by: slaren <slarengh@gmail.com>
---------
Co-authored-by: slaren <slarengh@gmail.com>
2023-09-21 21:00:24 +02:00
shibe2
36b904e200
ggml-opencl.cpp: Make private functions static ( #3300 )
2023-09-21 14:10:26 -04:00
Edward Taylor
324f3403d5
zig : fix for updated c lib ( #3259 )
2023-09-21 12:08:20 +03:00
yuiseki
f56c418ab0
embedding : update README.md ( #3224 )
2023-09-21 11:57:40 +03:00
Johannes Gäßler
8185710a80
CUDA: use only 1 thread if fully offloaded ( #2915 )
2023-09-21 11:43:53 +03:00
Georgi Gerganov
7eb41179ed
readme : update hot topics
2023-09-20 20:48:22 +03:00
Cebtenzzre
a5661d7e71
llama : allow gguf RoPE keys to be overridden with defaults ( #3240 )
2023-09-20 12:12:47 -04:00
Cebtenzzre
65c2c1c5ab
benchmark-matmult : do not use integer abs() on a float ( #3277 )
2023-09-20 12:06:08 -04:00
kang
80834daecf
flake : Restore default package's buildInputs ( #3262 )
2023-09-20 15:48:22 +02:00
Alon
a40f2b656f
CI: FreeBSD fix ( #3258 )
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* - freebsd ci: use qemu
2023-09-20 14:06:36 +02:00
Georgi Gerganov
d119c04c15
examples : fix benchmark-matmult ( #1554 )
...
The precision for Q4_0 has degraded since #1508
2023-09-20 10:02:39 +03:00
Cebtenzzre
8781013ef6
make : restore build-info.h dependency for several targets ( #3205 )
2023-09-18 10:03:53 -04:00
Erik Scholz
7ddf185537
ci : switch cudatoolkit install on windows to networked ( #3236 )
2023-09-18 02:21:47 +02:00
Johannes Gäßler
ee66942d7e
CUDA: fix peer access logic ( #3231 )
2023-09-17 23:35:20 +02:00
Johannes Gäßler
111163e246
CUDA: enable peer access between devices ( #2470 )
2023-09-17 16:37:53 +02:00
slaren
8b428c9bc8
llama.cpp : show model size and BPW on load ( #3223 )
2023-09-17 14:33:28 +02:00
Johannes Gäßler
578d8c8f5c
CUDA: fix scratch malloced on non-main device ( #3220 )
2023-09-17 14:16:22 +02:00
IsaacDynamo
b541b4f0b1
Enable BUILD_SHARED_LIBS=ON on all Windows builds ( #3215 )
2023-09-16 19:35:25 +02:00
Vlad
5dbc2b3213
Enable build with CUDA 11.0 (make) ( #3132 )
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* CUDA 11.0 fixes
* Cleaner CUDA/host flags separation
Also renamed GGML_ASSUME into GGML_CUDA_ASSUME
2023-09-16 16:55:43 +02:00
goerch
b08e75baea
Fixing the last deviations from sentencepiece indicated by test-tokenizer-1 ( #3170 )
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* Fix für #2721
* Reenable tokenizer test for LLaMa
* Add `console.cpp` dependency
* Fix dependency to `common`
* Fixing wrong fix.
* Make console usage platform specific
Work on compiler warnings.
* Adapting makefile
* Remove trailing whitespace
* Adapting the other parts of the makefile
* Fix typo.
* Fixing the last deviations from sentencepiece indicated by test-tokenizer-1
* Simplify logic
* Add missing change...
* Fix ugly compiler warning
* llama_tokenize should accept strings containing NUL now
* Adding huichen's test case
2023-09-16 13:41:33 +02:00
Cebtenzzre
e6616cf0db
examples : add compiler version and target to build info ( #2998 )
2023-09-15 16:59:49 -04:00
Cebtenzzre
3aefaab9e5
check C++ code with -Wmissing-declarations ( #3184 )
2023-09-15 15:38:27 -04:00
Cebtenzzre
69eb67e282
fix build numbers by setting fetch-depth=0 ( #3197 )
2023-09-15 15:18:15 -04:00
Meng Zhang
4fe09dfe66
llama : add support for StarCoder model architectures ( #3187 )
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* add placeholder of starcoder in gguf / llama.cpp
* support convert starcoder weights to gguf
* convert MQA to MHA
* fix ffn_down name
* add LLM_ARCH_STARCODER to llama.cpp
* set head_count_kv = 1
* load starcoder weight
* add max_position_embeddings
* set n_positions to max_positioin_embeddings
* properly load all starcoder params
* fix head count kv
* fix comments
* fix vram calculation for starcoder
* store mqa directly
* add input embeddings handling
* add TBD
* working in cpu, metal buggy
* cleanup useless code
* metal : fix out-of-bounds access in soft_max kernels
* llama : make starcoder graph build more consistent with others
* refactor: cleanup comments a bit
* add other starcoder models: 3B, 7B, 15B
* support-mqa-directly
* fix: remove max_position_embeddings, use n_train_ctx
* Update llama.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* Update llama.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* Apply suggestions from code review
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
* fix: switch to space from tab
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
2023-09-15 22:02:13 +03:00
Cebtenzzre
80291a1d02
common : do not use GNU zero-length __VA_ARGS__ extension ( #3195 )
2023-09-15 21:02:01 +03:00
Georgi Gerganov
c6f1491da0
metal : fix bug in soft_max kernels (out-of-bounds access) ( #3194 )
2023-09-15 20:17:24 +03:00
Cebtenzzre
e3d87a6c36
convert : make ftype optional in simple scripts ( #3185 )
2023-09-15 12:29:02 -04:00
Georgi Gerganov
8c00b7a6ff
sync : ggml (Metal F32 support + reduce ggml-alloc size) ( #3192 )
...
* sync : ggml (Metal F32 support + reduce ggml-alloc size)
ggml-ci
* llama-bench : fix ggml_cpu_has_metal() duplicate function
ggml-ci
2023-09-15 19:06:03 +03:00
Engininja2
7e50d34be6
cmake : fix building shared libs for clang (rocm) on windows ( #3176 )
2023-09-15 15:24:30 +03:00
Evgeny Kurnevsky
235f7c193b
flake : use pkg-config instead of pkgconfig ( #3188 )
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pkgconfig is an alias, it got removed from nixpkgs:
295a5e1e2b/pkgs/top-level/aliases.nix (L1408)
2023-09-15 11:10:22 +03:00
Georgi Gerganov
a51b687657
metal : relax conditions on fast matrix multiplication kernel ( #3168 )
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* metal : relax conditions on fast matrix multiplication kernel
* metal : revert the concurrnecy change because it was wrong
* llama : remove experimental stuff
2023-09-15 11:09:24 +03:00
Andrei
76164fe2e6
cmake : fix llama.h location when built outside of root directory ( #3179 )
2023-09-15 11:07:40 +03:00
Ali Tariq
c2ab6fe661
ci : Cloud-V for RISC-V builds ( #3160 )
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* Added Cloud-V File
* Replaced Makefile with original one
---------
Co-authored-by: moiz.hussain <moiz.hussain@10xengineers.ai>
2023-09-15 11:06:56 +03:00
Roland
2d770505a8
llama : remove mtest ( #3177 )
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* Remove mtest
* remove from common/common.h and examples/main/main.cpp
2023-09-15 10:28:45 +03:00
