Diego Devesa and GitHub
e0e912f49b
llama : add option to override model tensor buffers ( #11397 )
...
* llama : add option to override tensor buffers
* ggml : fix possible underflow in ggml_nbytes
2025-04-02 14:52:01 +02:00
Georgi Gerganov and GitHub
e0dbec0bc6
llama : refactor llama_context, llama_kv_cache, llm_build_context ( #12181 )
...
* llama : refactor llama_context, llama_kv_cache, llm_build_context
ggml-ci
* graph : don't mutate the KV cache during defrag
ggml-ci
* context : reduce virtuals + remove test function
ggml-ci
* context : move interface implementation to source file + factory
ggml-ci
* graph : move KV cache build functions to llama_context impl
ggml-ci
* graph : remove model reference from build_pooling
ggml-ci
* graph : remove llama_model reference
ggml-ci
* kv_cache : provide rope factors
ggml-ci
* graph : rework inputs to use only unique_ptr, remove attn input abstraction
ggml-ci
* context : remove llama_context_i abstraction
ggml-ci
* context : clean-up
ggml-ci
* graph : clean-up
ggml-ci
* llama : remove redundant keywords (struct, enum)
ggml-ci
* model : adapt gemma3
ggml-ci
* graph : restore same attention ops as on master
ggml-ci
* llama : remove TODO + fix indent
ggml-ci
2025-03-13 12:35:44 +02:00
Xuan-Son Nguyen and GitHub
7841fc723e
llama : Add Gemma 3 support (+ experimental vision capability) ( #12343 )
...
* llama : Add Gemma 3 text-only support
* fix python coding style
* fix compile on ubuntu
* python: fix style
* fix ubuntu compile
* fix build on ubuntu (again)
* fix ubuntu build, finally
* clip : Experimental support for Gemma 3 vision (#12344 )
* clip : Experimental support for Gemma 3 vision
* fix build
* PRId64
2025-03-12 09:30:24 +01:00
Georgi Gerganov
bdcf8b6a56
cont : fix mmap flag print ( #11699 )
2025-02-08 16:49:38 +02:00
Georgi Gerganov and GitHub
ed926d8833
llama : fix defrag logic ( #11707 )
...
* llama : fix defrag logic
ggml-ci
* cont : better logic
ggml-ci
* cont : clamp fragmentation to 0.0
ggml-ci
2025-02-07 16:05:34 +02:00
magicse and GitHub
333820d749
llama : fix progress dots ( #11730 )
...
* Update llama.cpp
For display progress dots in terminal.
Without this it didn't display dots progress during loading model from file.
* Update llama.cpp
removed trailing spaces
2025-02-07 15:48:47 +02:00
tv1wnd and GitHub
855cd0734a
llama : fix old glm4 models ( #11670 )
2025-02-06 22:48:51 +01:00
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
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
Molly Sophia and GitHub
325afb370a
llama: fix missing k_cache store for rwkv6qwen2 ( #11445 )
...
Signed-off-by: Molly Sophia <mollysophia379@gmail.com >
2025-01-29 12:07:21 +08:00
Johannes Gäßler and GitHub
df984e0147
llama: refactor llama_decode_impl ( #11381 )
2025-01-27 12:07:12 +01:00
Frank Mai and GitHub
1d8ee06000
rpc: fix register position ( #11424 )
...
Signed-off-by: thxCode <thxcode0824@gmail.com >
2025-01-26 16:20:34 +01:00
Radoslav Gerganov and GitHub
667d72846c
rpc : early register backend devices ( #11262 )
...
Early register RPC devices and do not propagate RPC specifics in the
llama model structures.
ref: #10609
2025-01-17 10:57:09 +02:00
Xuan Son Nguyen and GitHub
681149ced2
llama : add llama_model_load_from_splits ( #11255 )
...
* llama : add `llama_model_load_from_splits`
* update
2025-01-16 13:54:08 +01:00
Johannes Gäßler and GitHub
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
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
f8feb4b01a
model: Add support for PhiMoE arch ( #11003 )
...
* model: support phimoe
* python linter
* doc: minor
Co-authored-by: ThiloteE <73715071+ThiloteE@users.noreply.github.com >
* doc: minor
Co-authored-by: ThiloteE <73715071+ThiloteE@users.noreply.github.com >
* doc: add phimoe as supported model
ggml-ci
---------
Co-authored-by: ThiloteE <73715071+ThiloteE@users.noreply.github.com >
2025-01-09 11:21:41 +01:00
Xuan Son Nguyen and GitHub
4d2b3d8804
lora : improve compat with mergekit-extract-lora ( #11131 )
...
* (wip) support mergekit-extracted lora
* support mergekit-extract-lora
* use lora->get_scale
* correct comment
* correct norm name & condition
* add some hints
2025-01-08 15:59:53 +01:00
Georgi Gerganov and GitHub
ecebbd292d
llama : remove unused headers ( #11109 )
...
ggml-ci
2025-01-06 17:52:35 +02:00
Xuan Son Nguyen and GitHub
09186fabbe
llama : remove check flash_attn with lora ( #11104 )
2025-01-06 13:41:12 +01:00
Asghar Ghorbani and GitHub
96a1dc27c3
llama : prevent system info string accumulation across calls ( #11101 )
2025-01-06 13:21:46 +02:00
Daniel Bevenius and GitHub
6369f867a4
llama : rename missed batch params/vars to ubatch ( #10059 )
...
This commit renames the `batch` parameter to `ubatch` in the
`llama_kv_cache_find_slot`, `llm_build_inp_embd`, and
`llm_build_mamba` functions.
The motivation for this is that this should have been done as part of
Commit 19d900a756#9950 )") but for some reason I missed these functions in
that commit and only noticed them now (sorry).
2025-01-06 11:28:17 +02:00
Georgi Gerganov and GitHub
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
Georgi Gerganov and GitHub
5047dd3546
llama : use _impl suffix instead of _internal ( #11060 )
...
ggml-ci
2025-01-06 10:52:01 +02:00
9394bbd484
llama : Add support for DeepSeek V3 ( #11049 )
...
* convert : extend DEEPSEEK2 model architecture to support DeepseekV3ForCausalLM by adding EXPERT_WEIGHTS_NORM and EXPERT_GATING_FUNC model parameters and FFN_EXP_PROBS_B tensor type
* vocab : add DeepSeek V3 pre-tokenizer regexes
* unicode : handle ACCENT_MARK and SYMBOL categories in regex
* llama : add DeepSeek V3 chat template, handle new model parameters and tensor types
---------
Co-authored-by: Stanisław Szymczyk <sszymczy@gmail.com >
2025-01-04 21:06:11 +01:00
DAN™ and GitHub
46be942214
llama : add support for the cohere2 model architecture ( #10900 )
2025-01-04 16:33:31 +02:00
Georgi Gerganov and GitHub
f66f582927
llama : refactor src/llama.cpp ( #10902 )
...
* llama : scatter llama.cpp into multiple modules (wip)
* llama : control-vector -> adapter
* llama : arch
* llama : mmap
ggml-ci
* ci : remove BUILD_SHARED_LIBS=OFF
ggml-ci
* llama : arch (cont)
ggml-ci
* llama : chat
ggml-ci
* llama : model
ggml-ci
* llama : hparams
ggml-ci
* llama : adapter
ggml-ci
* examples : fix
ggml-ci
* rebase
ggml-ci
* minor
* llama : kv cache
ggml-ci
* llama : impl
ggml-ci
* llama : batch
ggml-ci
* cont
ggml-ci
* llama : context
ggml-ci
* minor
* llama : context (cont)
ggml-ci
* llama : model loader
ggml-ci
* common : update lora
ggml-ci
* llama : quant
ggml-ci
* llama : quant (cont)
ggml-ci
* minor [no ci]
2025-01-03 10:18:53 +02:00
Yun Dou and GitHub
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
ymcki and GitHub
6f0c9e034b
llama : support for Llama-3_1-Nemotron-51B ( #10669 )
...
* conflict resolution
* move comments after bracket to its own line
2024-12-23 01:22:33 +01:00
Billel Mokeddem and GitHub
7ae33a616f
llama : add Falcon3 support ( #10883 )
...
* Add Falcon3 model support
* Add fix for adding bos to added special tokens
* Add comment explaining the logic behind the if statement
* Add a log message to better track the when the following line of code is triggered
* Update log to only print when input and output characters are different
* Fix handling pre-normalized tokens
* Refactoring
2024-12-23 00:09:58 +02:00
2fffc52b50
llama : fix Roberta embeddings ( #10856 )
...
* fix: Use gpt2 tokenizer for roberta and add eos/bos tokens
Branch: RobertaTokenizer
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com >
* fixes to position embeddings
Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com >
* map roberta-bpe to gpt-2
Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com >
* fix linting
Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com >
---------
Signed-off-by: Gabe Goodhart <ghart@us.ibm.com >
Signed-off-by: Sukriti-Sharma4 <sukriti.sharma4@ibm.com >
Co-authored-by: Gabe Goodhart <ghart@us.ibm.com >
2024-12-19 15:04:51 +02:00
7585edbdeb
convert : Add support for Microsoft Phi-4 model ( #10817 )
...
* convert : use GPT2 vocab for Phi-4 model
* convert : use null value of sliding_window to distinguish Phi-4 from other PHI3-based models
* llama : do not use sliding window attention mask for Phi-4 model
---------
Co-authored-by: Stanisław Szymczyk <sszymczy@gmail.com >
2024-12-19 10:37:12 +01:00
Georgi Gerganov and GitHub
0bf2d10c55
tts : add OuteTTS support ( #10784 )
...
* server : add "tokens" output
ggml-ci
* server : output embeddings for all tokens when pooling = none
ggml-ci
* server : be explicit about the pooling type in the tests
ggml-ci
* server : do not normalize embeddings when there is no pooling
ggml-ci
* llama : add OuteTTS support (wip)
* wip
* extract features
* first conv
* group norm
* resnet conv
* resnet
* attn
* pos net
* layer norm
* convnext
* head
* hann window
* fix n_embd + remove llama.cpp hacks
* compute hann window
* fft
* spectrum processing
* clean-up
* tts : receive input text and generate codes
* clip : fix new conv name
* tts : minor fix
* tts : add header + minor fixes
ggml-ci
* tts : add matchematical constant
ggml-ci
* tts : fix sampling + cut initial noise
* tts : fixes
* tts : update default samplers
ggml-ci
* tts : text pre-processing
* tts : outetts-voc -> wavtokenizer-dec
* tts : remove hardcoded constants
ggml-ci
* tts : fix tensor shapes
* llama : refactor wavtokenizer tensors
ggml-ci
* cont
ggml-ci
* cont [no ci]
* llama : update WavTokenizer to non-causal attn
* llama : handle no-vocab detokenization
* tts : add Python example for OuteTTS (wip)
* tts : extend python example to generate spectrogram
ggml-ci
* server : fix rebase artifacts
* tts : enable "return_tokens" in Python example
ggml-ci
* tts : minor fixes
* common : support HF download for vocoder
2024-12-18 19:27:21 +02:00
Diego Devesa and GitHub
4da69d1abd
Revert "llama : add Falcon3 support ( #10864 )" ( #10876 )
...
This reverts commit 382bc7f2e8
2024-12-18 01:36:46 +01:00
DAN™ and GitHub
d62b532c52
Use model->gguf_kv for loading the template instead of using the C API. ( #10868 )
...
* Bump model_template to 16384 bytes to support larger chat templates.
* Use `model->gguf_kv` for efficiency.
2024-12-17 23:24:22 +01:00
Billel Mokeddem and GitHub
382bc7f2e8
llama : add Falcon3 support ( #10864 )
2024-12-17 17:24:56 +02:00
Valentin Mamedov and GitHub
a0974156f3
llama : add Deepseek MoE v1 & GigaChat models ( #10827 )
...
* 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 )
...
* 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
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
2024-12-14 14:43:46 +02:00
Diego Devesa and GitHub
cb13ef85a4
remove CMAKE_WINDOWS_EXPORT_ALL_SYMBOLS ( #10797 )
...
other windows build fixes
2024-12-12 19:02:49 +01:00
19d8762ab6
ggml : refactor online repacking ( #10446 )
...
* rename ggml-cpu-aarch64.c to .cpp
* reformat extra cpu backend.
- clean Q4_0_N_M and IQ4_0_N_M
- remove from "file" tensor type
- allow only with dynamic repack
- extract cpu extra bufts and convert to C++
- hbm
- "aarch64"
- more generic use of extra buffer
- generalise extra_supports_op
- new API for "cpu-accel":
- amx
- aarch64
* clang-format
* Clean Q4_0_N_M ref
Enable restrict on C++
* add op GGML_OP_MUL_MAT_ID for Q4_0_N_M with runtime repack
* added/corrected control on tensor size for Q4 repacking.
* Update ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* Update ggml/src/ggml-cpu/ggml-cpu-aarch64.cpp
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
* add debug logs on repacks.
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
2024-12-07 14:37:50 +02:00
Riccardo Orlando and GitHub
6fe6247831
llama : add Minerva 7B model support ( #10673 )
...
* Support for Minerva 7B
* Update convert_hf_to_gguf_update.py
2024-12-05 20:30:59 +02:00
JFLFY2255 and GitHub
8d0cfd554a
llama: Support MiniCPM-1B (with & w/o longrope) ( #10559 )
2024-12-04 11:42:50 +02:00
Xuan Son Nguyen and GitHub
642330ac7c
llama : add enum for built-in chat templates ( #10623 )
...
* llama : add enum for supported chat templates
* use "built-in" instead of "supported"
* arg: print list of built-in templates
* fix test
* update server README
2024-12-02 22:10:19 +01:00
Juk Armstrong and GitHub
917786f43d
Add mistral-v1, mistral-v3, mistral-v3-tekken and mistral-v7 chat template types ( #10572 )
...
* Templates: `mistral-v1`, `mistral-v2`, `mistral-v3`, `mistral-v3-tekken`
* Changed system message logic and added tests for all 4
* Invalid `system_message` instead of `content` fixed
* Removed tab-indented lines
* Added template code and test for `mistral-v7`
* Added all tests. Fixed bug with `tmpl == "llama2"` test.
* Replaced tabs with spaces.
* Removed `'mistral-v2'` option as no (open) models ever used it
* Removed all references to 'v2' template from comments
* Update llama.cpp
Fixed `trim_assistant_message` bug
2024-12-01 23:09:49 +01:00
Georgi Gerganov
4c0a95b107
llama : add missing model types
2024-11-28 20:45:07 +02:00
Shane A and GitHub
80acb7b430
Rename Olmo1124 to Olmo2 ( #10500 )
2024-11-25 19:36:09 +01:00
Diego Devesa and GitHub
10bce0450f
llama : accept a list of devices to use to offload a model ( #10497 )
...
* llama : accept a list of devices to use to offload a model
* accept `--dev none` to completely disable offloading
* fix dev list with dl backends
* rename env parameter to LLAMA_ARG_DEVICE for consistency
2024-11-25 19:30:06 +01:00
5931c1f233
ggml : add support for dynamic loading of backends ( #10469 )
...
* ggml : add support for dynamic loading of backends
---------
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com >
2024-11-25 15:13:39 +01:00
Diego Devesa and GitHub
dc39012cba
llama : fix op mul check with command-r-plus ( #10476 )
2024-11-24 16:10:26 +01:00
