d5c63cd7f9
test-backend-ops : add option -p to filter by op params ( #12155 )
2025-03-03 14:00:46 +01:00
70680c48e5
ggml : upgrade init_tensor API to return a ggml_status ( #11854 )
...
* Upgrade init_tensor API to return a ggml_status
To prepare for an 'abort-free' ggml
(ggml not to abort on OOMs but return a OOM status),
as agreeed with Diego in the ggml repo,
upgrade the init_tensor() and view_init() APIs
to return a ggml_status.
* misc fixes
---------
Co-authored-by: slaren <slarengh@gmail.com >
2025-02-28 14:41:47 +01:00
5fa07c2f93
CUDA: optimize FA for GQA + large batches ( #12014 )
2025-02-22 12:20:17 +01:00
63e489c025
tool-call: refactor common chat / tool-call api (+ tests / fixes) ( #11900 )
...
* tool-call refactoring: moved common_chat_* to chat.h, common_chat_templates_init return a unique_ptr to opaque type
* addressed clang-tidy lints in [test-]chat.*
* rm minja deps from util & common & move it to common/minja/
* add name & tool_call_id to common_chat_msg
* add common_chat_tool
* added json <-> tools, msgs conversions to chat.h
* fix double bos/eos jinja avoidance hack (was preventing inner bos/eos tokens)
* fix deepseek r1 slow test (no longer <think> opening w/ new template)
* allow empty tools w/ auto + grammar
* fix & test server grammar & json_schema params w/ & w/o --jinja
2025-02-18 18:03:23 +00:00
2eea03d86a
vulkan: implement several ops relevant for ggml_opt ( #11769 )
...
* vulkan: support memset_tensor
* vulkan: support GGML_OP_SUM
* vulkan: implement GGML_OP_ARGMAX
* vulkan: implement GGML_OP_SUB
* vulkan: implement GGML_OP_COUNT_EQUAL
* vulkan: implement GGML_OP_OPT_STEP_ADAMW
* vulkan: fix check_results RWKV_WKV6 crash and memory leaks
* vulkan: implement GGML_OP_REPEAT_BACK
* tests: remove invalid test-backend-ops REPEAT_BACK tests
* vulkan: fix COUNT_EQUAL memset using a fillBuffer command
2025-02-17 07:55:57 +01:00
c7f460ab88
server: fix tool-call of DeepSeek R1 Qwen, return reasoning_content (Command 7RB & DeepSeek R1) unless --reasoning-format none (#11607 )
...
* extract & return thoughts in reasoning_content field (unless --reasoning-format) for DeepSeek R1 & Command R7B
* tool-calls: add deepseek r1 template (models/templates/llama-cpp-deepseek-r1.jinja) + hackommodate broken official template
* tool-calls: accommodate variety of wrong tool call opening tags both R1 Qwen 32B and 7B distills like to spit out
* server/oai: ensure content is null when there are tool calls, and reasoning_content appears before content for readability
* tool-calls: add DeepSeek R1 Qwen distills to server/README.md & server tests
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
2025-02-13 10:05:16 +00:00
27e8a23300
sampling: add Top-nσ sampler ( #11223 )
...
* initial sampling changes:
* completed top nsigma sampler implementation
* apply parameter to only llama-cli
* updated readme
* added tests and fixed nsigma impl
* cleaned up pr
* format
* format
* format
* removed commented tests
* cleanup pr and remove explicit floats
* added top-k sampler to improve performance
* changed sigma to float
* fixed string format to float
* Update src/llama-sampling.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* Update common/sampling.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* Update src/llama-sampling.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* Update src/llama-sampling.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* Update src/llama-sampling.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* Update src/llama-sampling.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* added llama_sampler_init
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
2025-02-13 08:45:57 +02:00
fef0cbeadf
cleanup: fix compile warnings associated with gnu_printf ( #11811 )
2025-02-12 10:06:53 -04:00
db6db9dff9
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .github/workflows/build.yml
# .github/workflows/close-issue.yml
# .github/workflows/server.yml
# AUTHORS
# CMakeLists.txt
# Makefile
# README.md
# cmake/llama.pc.in
# common/CMakeLists.txt
# docs/build.md
# examples/batched.swift/Sources/main.swift
# examples/llama.swiftui/llama.cpp.swift/LibLlama.swift
# examples/llava/CMakeLists.txt
# examples/llava/clip.h
# examples/run/run.cpp
# examples/server/README.md
# ggml/CMakeLists.txt
# ggml/src/ggml-cuda/CMakeLists.txt
# ggml/src/ggml-hip/CMakeLists.txt
# ggml/src/ggml-musa/CMakeLists.txt
# scripts/sync-ggml.last
# tests/CMakeLists.txt
# tests/test-backend-ops.cpp
# tests/test-chat-template.cpp
# tests/test-grammar-integration.cpp
# tests/test-json-schema-to-grammar.cpp
2025-02-07 00:52:31 +08:00
9f4cc8f8d3
sync: minja (#11641 )
...
* `sync`: minja
https://github.com/google/minja/commit/182de30cdaee78ba86179122f8047b3bdbab7f7f
https://github.com/google/minja/pull/46
https://github.com/google/minja/pull/45
2025-02-05 01:00:12 +00:00
fd08255d0d
CUDA: non-contiguous (RMS) norm support ( #11659 )
...
* CUDA: non-contiguous (RMS) norm support
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
2025-02-04 22:21:42 +01:00
db288b60cb
tool-call: command r7b fix for normal responses (#11608 )
...
* fix command r7b normal response regex + add to server test
* test multiline non-tool-call responses in test-chat
2025-02-04 15:48:53 +00:00
bfcce4d693
tool-call: support Command R7B (+ return tool_plan "thoughts" in API) (#11585 )
...
* `tool-call`: support Command R7B (w/ tool_plan return)
* `tool-call`: cleaner preservation of tokens + warn when likely bad chat template override
* `tool-call`: test cleanup / handle lazy grammar triggers
2025-02-02 09:25:38 +00:00
ff227703d6
sampling : support for llguidance grammars ( #10224 )
...
* initial porting of previous LLG patch
* update for new APIs
* build: integrate llguidance as an external project
* use '%llguidance' as marker to enable llg lark syntax
* add some docs
* clarify docs
* code style fixes
* remove llguidance.h from .gitignore
* fix tests when llg is enabled
* pass vocab not model to llama_sampler_init_llg()
* copy test-grammar-integration.cpp to test-llguidance.cpp
* clang fmt
* fix ref-count bug
* build and run test
* gbnf -> lark syntax
* conditionally include llguidance test based on LLAMA_LLGUIDANCE flag
* rename llguidance test file to test-grammar-llguidance.cpp
* add gh action for llg test
* align tests with LLG grammar syntax and JSON Schema spec
* llama_tokenizer() in fact requires valid utf8
* update llg
* format file
* add $LLGUIDANCE_LOG_LEVEL support
* fix whitespace
* fix warning
* include <cmath> for INFINITY
* add final newline
* fail llama_sampler_init_llg() at runtime
* Link gbnf_to_lark.py script; fix links; refer to llg docs for lexemes
* simplify #includes
* improve doc string for LLAMA_LLGUIDANCE
* typo in merge
* bump llguidance to 0.6.12
2025-02-02 09:55:32 +02:00
0cec062a63
llama : add support for GLM-Edge and GLM-Edge-V series models ( #10573 )
...
* add glm edge chat model
* use config partial_rotary_factor as rope ratio
* support for glm edge model
* vision model support
* remove debug info
* fix format
* llava.cpp trailing whitespace
* remove unused AutoTokenizer
* Update src/llama.cpp for not contain <|end|> or </s>
Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com >
* add edge template
* fix chat template
* fix confict
* fix confict
* fix ci err
* fix format err
* fix template err
* 9b hf chat support
* format
* format clip.cpp
* fix format
* Apply suggestions from code review
* Apply suggestions from code review
* Update examples/llava/clip.cpp
* fix format
* minor : style
---------
Co-authored-by: liyuhang <yuhang.li@zhipuai.cn >
Co-authored-by: piDack <pcdack@hotmail.co >
Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com >
Co-authored-by: liyuhang <yuhang.li@aminer.cn >
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
2025-02-02 09:48:46 +02:00
f13498df13
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .devops/tools.sh
# .devops/vulkan.Dockerfile
# .github/workflows/build.yml
# .github/workflows/docker.yml
# .github/workflows/server.yml
# Makefile
# README.md
# cmake/llama-config.cmake.in
# common/CMakeLists.txt
# examples/gbnf-validator/gbnf-validator.cpp
# examples/run/run.cpp
# examples/server/README.md
# examples/server/tests/README.md
# ggml/src/CMakeLists.txt
# ggml/src/ggml-hip/CMakeLists.txt
# scripts/sync-ggml.last
# tests/CMakeLists.txt
# tests/test-backend-ops.cpp
# tests/test-chat-template.cpp
# tests/test-grammar-integration.cpp
2025-02-01 17:14:59 +08:00
8b576b6c55
Tool call support (generic + native for Llama, Functionary, Hermes, Mistral, Firefunction, DeepSeek) w/ lazy grammars ( #9639 )
...
---------
Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com >
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
Co-authored-by: Xuan Son Nguyen <son@huggingface.co >
2025-01-30 19:13:58 +00:00
6e84b0ab8e
SYCL : SOFTMAX F16 mask support and other fixes ( #11261 )
...
Implemented ggml_sycl_op_soft_max() F16 src1(mask) support for which a pragma deprecation warning was added during #5021 .
To do this, had to decouple it from ggml_sycl_op_flatten which always considered src1 to be of fp32 type(many OP functions are dependent on it).
* SYCL: SOFTMAX F16 mask support and other fixes
* test-backend-ops: Add F16 mask test cases
2025-01-28 09:56:58 +00:00
8137b4bb2b
CPU/CUDA: fix (GQA) mul mat back, add CUDA support ( #11380 )
2025-01-24 12:38:31 +01:00
564804b79b
tests: fix some mul_mat test gaps ( #11375 )
...
Now that we have batched mat-vec mul Vulkan shaders for up to n==8,
these tests weren't actually exercising the mat-mat mul path. Test
n==9 as well. Also, change to use all_types.
2025-01-23 14:51:24 -06:00
6171c9d258
Add Jinja template support ( #11016 )
...
* Copy minja from https://github.com/google/minja/commit/58f0ca6dd74bcbfbd4e71229736640322b31c7f9
* Add --jinja and --chat-template-file flags
* Add missing <optional> include
* Avoid print in get_hf_chat_template.py
* No designated initializers yet
* Try and work around msvc++ non-macro max resolution quirk
* Update test_chat_completion.py
* Wire LLM_KV_TOKENIZER_CHAT_TEMPLATE_N in llama_model_chat_template
* Refactor test-chat-template
* Test templates w/ minja
* Fix deprecation
* Add --jinja to llama-run
* Update common_chat_format_example to use minja template wrapper
* Test chat_template in e2e test
* Update utils.py
* Update test_chat_completion.py
* Update run.cpp
* Update arg.cpp
* Refactor common_chat_* functions to accept minja template + use_jinja option
* Attempt to fix linkage of LLAMA_CHATML_TEMPLATE
* Revert LLAMA_CHATML_TEMPLATE refactor
* Normalize newlines in test-chat-templates for windows tests
* Forward decl minja::chat_template to avoid eager json dep
* Flush stdout in chat template before potential crash
* Fix copy elision warning
* Rm unused optional include
* Add missing optional include to server.cpp
* Disable jinja test that has a cryptic windows failure
* minja: fix vigogne (https://github.com/google/minja/pull/22 )
* Apply suggestions from code review
Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com >
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* Finish suggested renamings
* Move chat_templates inside server_context + remove mutex
* Update --chat-template-file w/ recent change to --chat-template
* Refactor chat template validation
* Guard against missing eos/bos tokens (null token otherwise throws in llama_vocab::impl::token_get_attr)
* Warn against missing eos / bos tokens when jinja template references them
* rename: common_chat_template[s]
* reinstate assert on chat_templates.template_default
* Update minja to https://github.com/google/minja/commit/b8437df626ac6cd0ce3b333b3c74ed1129c19f25
* Update minja to https://github.com/google/minja/pull/25
* Update minja from https://github.com/google/minja/pull/27
* rm unused optional header
---------
Co-authored-by: Xuan Son Nguyen <thichthat@gmail.com >
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
2025-01-21 13:18:51 +00:00
5329df2bdf
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .github/workflows/build.yml
# .github/workflows/server.yml
# CMakeLists.txt
# cmake/build-info.cmake
# examples/run/CMakeLists.txt
# examples/run/run.cpp
# examples/simple-chat/simple-chat.cpp
# tests/CMakeLists.txt
# tests/test-backend-ops.cpp
# tests/test-sampling.cpp
2025-01-21 00:25:07 +08:00
4dd34ff831
cmake : add sanitizer flags for llama.cpp ( #11279 )
...
* cmake : add sanitizer flags for llama.cpp
ggml-ci
* tests : fix compile warnings
ggml-ci
* cmake : move sanitizer flags to llama_add_compile_flags
ggml-ci
* cmake : move llama.cpp compile flags to top level lists
ggml-ci
* cmake : apply only sanitizer flags at top level
ggml-ci
* tests : fix gguf context use in same_tensor_data
* gguf-test: tensor data comparison
* dummy : trigger ggml-ci
* unicode : silence gcc warnings
ggml-ci
* ci : use sanitizer builds only in Debug mode
ggml-ci
* cmake : add status messages [no ci]
---------
Co-authored-by: Johannes Gäßler <johannesg@5d6.de >
2025-01-18 16:18:15 +02:00
44e18ef939
vulkan: fix coopmat2 flash attention for non-contiguous inputs ( #11281 )
...
Add code similar to mul_mm_cm2 to force alignment of strides, to avoid
a performance regression.
Add noncontiguous FA tests in test-backend-ops.
Fixes #11268 .
2025-01-18 09:26:50 +01:00
bd38ddea01
vulkan: support copy from f32 to q4_0/q4_1/q5_0/q5_1/q8_0/iq4_nl ( #11166 )
...
* vulkan: support copy from f32 to q4_0/q4_1/q5_0/q5_1/q8_0/iq4_nl
Shaders are based on cpy.cu.
* vulkan: support copy from q4_0/q4_1/q5_0/q5_1/q8_0/iq4_nl to f32
* ggml: copy q->f32 assumes some contiguity in the destination
2025-01-16 22:47:10 +01:00
9c8dcefe17
CUDA: backwards pass for misc. ops, add tests ( #11257 )
...
* CUDA: backwards pass for misc. ops, add tests
* remove restrict from pointers
2025-01-16 16:43:38 +01:00
f11cfdfd7f
ci : use -no-cnv in gguf-split tests ( #11254 )
...
* ci : use -no-cnv in gguf-split tests
ggml-ci
* ci : use -no-cnv in requantize tests
ggml-ci
* scripts : fix [no ci]
2025-01-15 18:28:35 +02:00
432df2d5f9
RoPE: fix back, CUDA support for back + noncont. ( #11240 )
...
* RoPE: fix back, CUDA support for back + noncont.
* fix comments reg. non-cont. RoPE support [no-ci]
2025-01-15 12:51:37 +01:00
091592d758
Refactor test-chat-template.cpp ( #11224 )
...
* Refactor test-chat-template
* Update test-chat-template.cpp
2025-01-14 10:16:41 +00:00
afa8a9ec9b
llama : add llama_vocab, functions -> methods, naming ( #11110 )
...
* llama : functions -> methods (#11110 )
* llama : add struct llama_vocab to the API (#11156 )
ggml-ci
* hparams : move vocab params to llama_vocab (#11159 )
ggml-ci
* vocab : more pimpl (#11165 )
ggml-ci
* vocab : minor tokenization optimizations (#11160 )
ggml-ci
Co-authored-by: Diego Devesa <slarengh@gmail.com >
* lora : update API names (#11167 )
ggml-ci
* llama : update API names to use correct prefix (#11174 )
* llama : update API names to use correct prefix
ggml-ci
* cont
ggml-ci
* cont
ggml-ci
* minor [no ci]
* vocab : llama_vocab_add_[be]os -> llama_vocab_get_add_[be]os (#11174 )
ggml-ci
* vocab : llama_vocab_n_vocab -> llama_vocab_n_tokens (#11174 )
ggml-ci
---------
Co-authored-by: Diego Devesa <slarengh@gmail.com >
2025-01-12 11:32:42 +02:00
ee7136c6d1
llama: add support for QRWKV6 model architecture ( #11001 )
...
llama: add support for QRWKV6 model architecture (#11001 )
* WIP: Add support for RWKV6Qwen2
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
* RWKV: Some graph simplification
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
* Add support for RWKV6Qwen2 with cpu and cuda GLA
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
* RWKV6[QWEN2]: Concat lerp weights together to reduce cpu overhead
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
* Fix some typos
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
* code format changes
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
* Fix wkv test & add gla test
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
* Fix cuda warning
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
* Update README.md
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
* Update ggml/src/ggml-cuda/gla.cu
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* Fix fused lerp weights loading with RWKV6
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
* better sanity check skipping for QRWKV6 in llama-quant
thanks @compilade
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
Co-authored-by: compilade <git@compilade.net >
---------
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
Co-authored-by: compilade <git@compilade.net >
2025-01-10 09:58:08 +08:00
d9feae1c06
llama-chat : add phi 4 template ( #11148 )
2025-01-09 10:07:33 +01:00
e788b8289a
You'll never take us alive
...
We swore that death will do us part
They'll call our crimes a work of art
2025-01-09 11:27:06 +08:00
53ff6b9b9f
GGUF: C++ refactor, backend support, misc fixes ( #11030 )
...
* GGUF: C++ refactor, backend support, misc fixes
remove ggml_tensor.backend
update CODEOWNERS [no ci]
remove gguf_get_data from API
revise GGUF API data types
2025-01-07 18:01:58 +01:00
47182dd03f
llama : update llama_model API names ( #11063 )
...
* llama : deprecate llama_free_model, add llama_model_free
ggml-ci
* llama : change `llama_load_model_from_file` -> `llama_model_load_from_file`
ggml-ci
2025-01-06 10:55:18 +02:00
716bd6dec3
vulkan: optimize mul_mat for small values of N ( #10991 )
...
Make the mul_mat_vec shaders support N>1 (as a spec constant, NUM_COLS) where
the batch_strides are overloaded to hold the row strides. Put the loads from the
B matrix in the innermost loop because it should cache better.
Share some code for reducing the result values to memory in mul_mat_vec_base.
2024-12-30 18:27:11 +01:00
a813badbbd
vulkan: im2col and matmul optimizations for stable diffusion ( #10942 )
...
* tests: Add im2col perf tests
* vulkan: optimize im2col, more elements per thread
* vulkan: increase small tile size for NV_coopmat2
* vulkan: change im2col to 512 elements per workgroup
2024-12-29 10:16:34 +01:00
b92a14a841
llama : support InfiniAI Megrez 3b ( #10893 )
...
* Support InfiniAI Megrez 3b
* Fix tokenizer_clean_spaces for megrez
2024-12-23 01:35:44 +01:00
4c56b7cada
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# README.md
# examples/gbnf-validator/gbnf-validator.cpp
# examples/llava/clip.cpp
# examples/run/README.md
# examples/run/run.cpp
# examples/server/README.md
# ggml/src/ggml-cpu/CMakeLists.txt
# src/llama.cpp
# tests/test-grammar-integration.cpp
# tests/test-llama-grammar.cpp
2024-12-21 09:41:49 +08:00
5cab3e4aaa
llama : minor grammar refactor ( #10897 )
...
ggml-ci
2024-12-19 17:42:13 +02:00
cd920d0ac3
tests: disable GGUF test for bad value size ( #10886 )
2024-12-19 08:53:58 +01:00
ee486bad3e
Merge branch 'upstream' into concedo_experimental
...
# Conflicts:
# .github/workflows/build.yml
# README.md
# examples/CMakeLists.txt
# examples/batched/batched.cpp
# examples/gritlm/gritlm.cpp
# examples/llama.android/llama/build.gradle.kts
# examples/main/README.md
# examples/retrieval/retrieval.cpp
# examples/server/CMakeLists.txt
# examples/server/README.md
# ggml/CMakeLists.txt
# ggml/src/ggml-cpu/CMakeLists.txt
# ggml/src/ggml.c
# scripts/compare-commits.sh
# scripts/sync-ggml.last
# tests/CMakeLists.txt
# tests/test-backend-ops.cpp
# tests/test-chat-template.cpp
# tests/test-sampling.cpp
2024-12-19 11:57:43 +08:00
081b29bd2a
tests: add tests for GGUF ( #10830 )
2024-12-17 19:09:35 +01:00
0006f5a74a
ggml : update ggml_backend_cpu_device_supports_op ( #10867 )
...
* ggml : fix cpy op for IQ-quants to use reference impl
ggml-ci
* ggml : disable tests involving i-matrix quantization
* ggml : update ggml_backend_cpu_device_supports_op
ggml-ci
2024-12-17 18:35:42 +02:00
644fd71b44
sampling : refactor + optimize penalties sampler ( #10803 )
...
* sampling : refactor + optimize penalties sampler
ggml-ci
* common : apply ignore_eos as logit bias
ggml-ci
* batched : remove penalties sampler
* params : allow penalty_last_n == -1 to be equal to context size
ggml-ci
* common : by default, move the penalties at the end of the sampling chain
ggml-ci
* common : ignore all EOG tokens
Co-authored-by: Diego Devesa <slarengh@gmail.com >
* common : move back the penalties at the front of the sampling chain
ggml-ci
* readme : restore hint about --ignore-eos flag [no ci]
* llama : minor
ggml-ci
* webui : update
---------
Co-authored-by: Diego Devesa <slarengh@gmail.com >
2024-12-16 12:31:14 +02:00
a0974156f3
llama : add Deepseek MoE v1 & GigaChat models ( #10827 )
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* Add deepseek v1 arch & gigachat template
* improve template code
* add readme
* delete comments
* remove comment
* fix format
* lint llama.cpp
* fix order of deepseek and deepseek2, move gigachat temlate to the end of func
* fix order of deepseek and deepseek2 in constants; mark shared exp as deepseek arch need
* remove comments
* move deepseek above deepseek2
* change placement of gigachat chat template
2024-12-15 19:02:46 +02:00
ba1cb19cdd
llama : add Qwen2VL support + multimodal RoPE ( #10361 )
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* Barebone Qwen2VL LLM convertor
* Add Qwen2VL cli entrypoint
* [WIP] add qwen2vl arch
* Verify m-rope output
* Add vl-rope/2d-rope support for qwen2vl ViT
* update qwen2vl cli tool
* update 5D tensor op workaround
* [WIP] qwen2vl vision model
* make batch and clip utils compatible with qwen2vl
* [WIP] create inference workflow, gguf convert script but fix
* correcting vision-rope behavior, add the missing last layer back to ViT
* add arg parser to qwen2vl_surgery
* replace variable size array with vector
* cuda-gdb cmake preset
* add fp32 mrope, vision rope kernel
* add fp16 support for qwen2vl and m-rope
* add `GGML_ROPE_TYPE_MROPE`, `GGML_ROPE_TYPE_VISION`
* fix rope op mode switching, out dated func args
* update `llama_hparams`
* update to keep up stream changes
* resolve linter, test errors
* add makefile entry, update speical image padding token
* add mrope unit test, fix few compiler warnings
* rename `mrope` related function, params
* minor updates on debug util, bug fixs
* add `m-rope` testcase to `test-backend-ops`
* Apply suggestions from code review
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* fix traililng whitespce
* store `llama_hparams.rope_sections` with fixed size array
* update position id tensor size check in GGML_OP_ROPE
* minor updates
* update `ggml_backend_*_supports_op` of unsupported backends
* remote old `rope_section` compare operator
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Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
2024-12-14 14:43:46 +02:00
cb13ef85a4
remove CMAKE_WINDOWS_EXPORT_ALL_SYMBOLS ( #10797 )
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other windows build fixes
2024-12-12 19:02:49 +01:00
a8cbab201d
ggml: add GGML_SET Metal kernel + i32 CPU kernel (ggml/1037)
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* implemented cpu kernel
* add i32 test cases in test-backend-ops
* typedef `ggml_metal_kargs_set`
* implemented `kernel_set`
* memcpy
2024-12-05 13:27:33 +02:00
c2082d93a8
ggml : add GGML_PAD_REFLECT_1D operation (ggml/1034)
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* ggml_pad_reflect_1d defined in header
* implemented on CPU
* called the forward pass
* impl Metal kernel
* added Metal kernel
* added OP_PAD_REFLECT_1D in test-backend-ops.cpp
* add test-pad-reflect-1d test case
* test case support multiple backend
2024-12-05 13:27:31 +02:00
Diego Devesa
William Tambellini
Johannes Gäßler
Olivier Chafik
Rémy O
Vinesh Janarthanan
bandoti
Concedo
Michał Moskal
piDack
Akarshan Biswas
Jeff Bolz
Georgi Gerganov
Molly Sophia
Xuan Son Nguyen
Yun Dou
Valentin Mamedov
HimariO
PAB