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76 Commits

Author SHA1 Message Date
Sigbjørn Skjæret
84ab83cc0b model : jina-embeddings-v3 support (#13693) 
* initial jina-embeddings-v3 support

* initial jina-embeddings-v3 support

* initial jina-embeddings-v3 support

* fix vocab parsing with only tokenizer.json

* set mask token lstrip attribute

* additional unk_token_id fallback just in case [no ci]

* revert vocab_size() change [no ci]

* merge tensor loading into general bert

* rope

* add lora embedding and loading (non-functional)

* export separate lora ggufs instead

* add adapter metadata api

* use std::string

* convert_hf_to_lora compatibility

* fix assert

* apply suggestions from review

* apply suggestion from review
 2025-08-28 15:49:50 +02:00
Aldehir Rojas
b204a5a234 gpt-oss: implement harmony parsing (#15181) 
* model : add harmony parser for gpt-oss

* gpt-oss : fix grammar trigger from causing empty stack

* gpt-oss: tweak the grammar trigger again

* gpt-oss : add support for recipient in role header

* gpt-oss : fix ungrouped tool calls in grammar

* gpt-oss : loosen function name matching during parse

* gpt-oss : clean up workarounds

* gpt-oss : add template tests

* gpt-oss : simulate thinking and tool call tags

* gpt-oss : undo think tags when reasoning_format is none

* gpt-oss : set special tokens back to user defined

* gpt-oss : update openai-gpt-oss template

* server : filter out harmony thought messages

* gpt-oss : simplify parsing
 2025-08-14 17:23:11 +03:00
Georgi Gerganov
fd1234cb46 llama : add gpt-oss (#15091) 
* oai moe

* compat with new checkpoint

* add attn sink impl

* add rope scaling yarn

* logits match with latest transformers code

* wip chat template

* rm trailing space

* use ggml_scale_bias

* rm redundant is_swa_all

* convert interleaved gate_up

* graph : fix activation function to match reference (#7)

* vocab : handle o200k_harmony special tokens

* ggml : add attention sinks support (#1)

* llama : add attn sinks

* ggml : add attn sinks

* cuda : add attn sinks

* vulkan : add support for sinks in softmax

remove unnecessary return

* ggml : add fused swiglu_oai op (#11)

* ggml : add fused swiglu_oai op

* Update ggml/src/ggml-cpu/ops.cpp

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* update CUDA impl

* cont : metal impl

* add vulkan impl

* test-backend-ops : more test cases, clean up

* llama : remove unfused impl

* remove extra lines

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

---------

Co-authored-by: slaren <slarengh@gmail.com>

* repack mxfp4 upon conversion

* clean up a bit

* enable thinking

* add quick hack to render only some special tokens

* fix bf16 conversion

* remove vocab hack

* webui ok

* support chat parsing for gpt-oss

* fix webui

* direct mapping mxfp4, FINALLY

* force using mxfp4

* properly use lazy tensor

* ggml : add mxfp4

ggml : use e8m0 conversion instead of powf

Co-authored-by: Diego Devesa <slarengh@gmail.com>

change kvalues_mxfp4 table to match e2m1 (#6)

metal : remove quantization for now (not used)

cuda : fix disabled CUDA graphs due to ffn moe bias

vulkan : add support for mxfp4

cont : add cm2 dequant

* ggml : add ggml_add_id (#13)

* ggml : add ggml_add_id

* add cuda impl

* llama : add weight support check for add_id

* perf opt

* add vulkan impl

* rename cuda files

* add metal impl

* allow in-place ggml_add_id

* llama : keep biases on CPU with --cpu-moe

* llama : fix compile error

ggml-ci

* cuda : add fallback for __nv_cvt_e8m0_to_bf16raw

ggml-ci

* cleanup

ggml-ci

* sycl : fix supports_op for MXFP4

ggml-ci

* fix Unknown reasoning format

* ggml-cpu : fix AVX build

ggml-ci

* fix hip build

ggml-ci

* cuda : add mxfp4 dequantization support for cuBLAS

ggml-ci

* ggml-cpu : fix mxfp4 fallback definitions for some architectures

ggml-ci

* cuda : fix version required for __nv_cvt_e8m0_to_bf16raw

---------

Co-authored-by: Xuan Son Nguyen <son@huggingface.co>
Co-authored-by: slaren <slarengh@gmail.com>
 2025-08-05 22:10:36 +03:00
Sam
ef0144c087 model: support GLM 4.5 family of models (#14939) 
* model: Add GLM 4.5 (#14921)

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Merge in PR suggestions

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* model: Add GLM 4.5 family of models (#14921)

1. Updated tensor_mapping.py with NextN tensor mappings

- Added proper tensor mappings for all NextN/MTP tensors in /Users/samm/git/llama.cpp/gguf-py/gguf/tensor_mapping.py
- Added mappings for: eh_proj, embed_tokens, enorm, hnorm, shared_head.head, shared_head.norm

2. Added num_nextn_predict_layers configuration

- Added LLM_KV_NUM_NEXTN_PREDICT_LAYERS constant to llama-arch.h and llama-arch.cpp
- Added num_nextn_predict_layers field to llama_hparams struct
- Updated GLM4_MOE parameter loading in llama-model.cpp to read this parameter
- Modified tensor loading logic to conditionally load NextN tensors based on num_nextn_predict_layers
- Added GGUF writer support in gguf_writer.py with add_num_nextn_predict_layers() method
- Updated conversion script to extract and write this parameter from HuggingFace config

3. Added FIM tokens for GLM4_MOE

- Added GLM-4.5's FIM tokens to llama-vocab.cpp:
  - <|code_prefix|> for FIM_PRE
  - <|code_suffix|> for FIM_SUF
  - <|code_middle|> for FIM_MID

4. Removed manual NextN tensor handling

- Removed the special-case handling in convert_hf_to_gguf.py that manually mapped NextN tensors
- NextN tensors are now handled automatically through the proper tensor mapping system

* glm 4.5 update tensors names

* model: glm 4.5 apply suggestions from code review

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* model: glm 4.5 apply suggestions from code review

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* model: glm 4.5 apply suggestions from code review

* Apply suggestions from code review

* patch broken chat template

* typings fix

* add TENSOR_SKIP flag


Co-authored-by: Diego Devesa <slarengh@gmail.com>

* Update src/llama-model-loader.h

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
Co-authored-by: Diego Devesa <slarengh@gmail.com>
 2025-08-04 20:29:25 +02:00
Csaba Kecskemeti
97366dc6ab vocab : JetBrains Mellum pre-tokenizer (#15045) 2025-08-03 21:38:18 +02:00
stevenkuang
0f5ccd6fd1 model : add hunyuan dense (#14878) 
* support hunyuan_v1_dense

Signed-off-by: stevenkuang <stevenkuang@tencent.com>

* update hunyuan_moe to hunyuan_v1_moe

Signed-off-by: stevenkuang <stevenkuang@tencent.com>

* fix rope alpha assert and bos token

Signed-off-by: stevenkuang <stevenkuang@tencent.com>

* add blank line

Signed-off-by: stevenkuang <stevenkuang@tencent.com>

* Revert "update hunyuan_moe to hunyuan_v1_moe"

This reverts commit aa973ca219.

* use hunyuan_dense instead of hunyuan_v1_dense

Signed-off-by: stevenkuang <stevenkuang@tencent.com>

* fix hunyuan_moe chat template

Signed-off-by: stevenkuang <stevenkuang@tencent.com>

* remove leftover code

Signed-off-by: stevenkuang <stevenkuang@tencent.com>

* update hunyuan dense chat template

Signed-off-by: stevenkuang <stevenkuang@tencent.com>

* fix hunyuan dense vocab and chat template

Signed-off-by: stevenkuang <stevenkuang@tencent.com>

---------

Signed-off-by: stevenkuang <stevenkuang@tencent.com>
 2025-08-01 15:31:12 +02:00
lgai-exaone
e0cb5c5cb8 model : add EXAONE 4.0 support (#14630) 2025-07-18 10:45:49 +02:00
Aman Gupta
ab14019821 Support diffusion models: Add Dream 7B (#14644) 
* Support diffusion models: Add Dream 7B

* Move diffusion to examples

* Move stuff to examples. Add patch to not use kv-cache

* Address review comments

* Make sampling fast

* llama: remove diffusion functions

* Add basic timings + cleanup

* More cleanup

* Review comments: better formating, use LOG instead std::cerr, re-use batch, use ubatch instead of max_length

* fixup!

* Review: move everything to diffusion-cli for now
 2025-07-16 20:03:51 +08:00
Gabriel Larson
4a4f426944 model : add Kimi-K2 support (#14654) 
* Kimi-K2 conversion

* add Kimi_K2  pre type

* Kimi-K2

* Kimi-K2 unicode

* Kimi-K2

* LLAMA_MAX_EXPERTS 384

* fix vocab iteration

* regex space fix

* add kimi-k2 to pre_computed_hashes

* Updated with kimi-k2 get_vocab_base_pre hash

* fix whitespaces

* fix flake errors

* remove more unicode.cpp whitespaces

* change set_vocab() flow

* add moonshotai-Kimi-K2.jinja to /models/templates/

* update moonshotai-Kimi-K2.jinja

* add kimi-k2 chat template

* add kimi-k2

* update NotImplementedError

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* except Exception

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* LLM_CHAT_TEMPLATE_KIMI_K2 if(add_ass){}

---------

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
 2025-07-15 21:54:22 +02:00
Shunta Saito
68e37a61a7 model : add PLaMo-2 support (#14560) 
* Add PLaMo-2 model using hybrid memory module

* Fix z shape

* Add cmath to include from llama-vocab.h

* Explicitly dequantize normalization weights before RoPE apply

* Revert unnecessary cast because the problem can be solved by excluding attn_k, attn_q when quantizing

* Use ATTN_K/Q_NORM for k,q weights to prevent quantization

* Remove SSM_BCDT that is not used from anywhere

* Do not duplicate embedding weights for output.weight

* Fix tokenizer encoding problem for multibyte strings

* Apply suggestion from @CISC

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Use LLM_FFN_SWIGLU instead of splitting ffn_gate and ffn_up

* Remove unnecessary part for Grouped Query Attention

* Fix how to load special token id to gguf

* Remove unused tensor mapping

* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Remove llama_vocab_plamo2 class and replace it with llm_tokenizer_plamo2_session to follow the other tokenizer implementations

* Update src/llama-vocab.cpp

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* Update convert_hf_to_gguf.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update convert_hf_to_gguf.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update convert_hf_to_gguf.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Fix plamo2 tokenizer session to prevent multiple calls of build()

---------

Co-authored-by: Francis Couture-Harpin <git@compilade.net>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2025-07-15 18:11:42 +02:00
Tarek Dakhran
f5e96b368f model : support LiquidAI LFM2 hybrid family (#14620) 
**Important**
LFM2 was [merged ](https://github.com/huggingface/transformers/pull/39340)into transformers, but has not yet been released.
To convert into gguf, install transformers from source
```shell
pip install "transformers @ git+https://github.com/huggingface/transformers.git@main"
```
 2025-07-11 20:27:01 +02:00
Dowon
576c82eda2 vocab : add midm-2.0 model pre-tokenizer (#14626) 2025-07-11 09:36:04 +02:00
Ryan Mangeno
4bb625b713 Smoldocling support (#14597) 
* support for smoldocling

* fixed merge conflicts

* Update gguf-py/gguf/tensor_mapping.py

Co-authored-by: Gabe Goodhart <gabe.l.hart@gmail.com>

* Update gguf-py/gguf/tensor_mapping.py

Co-authored-by: Gabe Goodhart <gabe.l.hart@gmail.com>

* merge conflicts

* pre tokenizer merge fix

* convert : fix smollm3 jinja template (#14586)

Signed-off-by: ryan-mangeno <ryanmangeno@gmail.com>

* support for smoldocling

Signed-off-by: ryan-mangeno <ryanmangeno@gmail.com>

* fixed merge conflicts

Signed-off-by: ryan-mangeno <ryanmangeno@gmail.com>

* Update src/llama-vocab.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update gguf-py/gguf/tensor_mapping.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update gguf-py/gguf/tensor_mapping.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update src/llama-model.h

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* safetensors tensor mapping

Signed-off-by: ryan-mangeno <ryanmangeno@gmail.com>

* added back accidental removal of clean spaces for hunyuan

* Update src/llama-vocab.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* updated hash and reordererd model list

* Update gguf-py/gguf/tensor_mapping.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update src/llama-vocab.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update include/llama.h

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update convert_hf_to_gguf.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update convert_hf_to_gguf_update.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update src/llama-vocab.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* removed old tensor name

* removed tensor mappings -> handled by smolvlm

* Update gguf-py/gguf/tensor_mapping.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update gguf-py/gguf/tensor_mapping.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update gguf-py/gguf/tensor_mapping.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

---------

Signed-off-by: ryan-mangeno <ryanmangeno@gmail.com>
Co-authored-by: Gabe Goodhart <gabe.l.hart@gmail.com>
Co-authored-by: Xuan-Son Nguyen <son@huggingface.co>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
Co-authored-by: compilade <git@compilade.net>
 2025-07-10 19:41:00 +02:00
Dowon
ffd59e7d18 model : add skt/A.X-4.0 model vocabulary (#14589) 2025-07-09 11:22:31 +03:00
ibrahim khadraoui
04655063c4 model : add support for Falcon-H1 family (#14534) 
* v1

* push more fixes

* another fix

* fix

* more fixes

* minor fix

* more cleaning on python code

* python fixes

* changed precision for multipliers float 32->64

* fixes

* another fix

* fix

* pre-norm -> norm

* fix

* Revert "fix"

This reverts commit 243e4d1a50.

* fix

* small fix ffn_norm

* try

* mix instead of max

* fix vocab size

* conflict solve

* fixed multipliers

* falcon-h1 specefic vocab resolved

* read arch from gguf.MODEL_ARCH

* mamba_d_ssm added to d_inner find_hparam

* remove unused functions from gguf_writer.py

* override modify_tensors instead of get_tensors

* fix conversion and d_inner

* added some cb functions for debugging puposes

* inp_out_ids moved outside of layers loop

* mup_vec create as float64

* fix rope_theta

* injected mup

* clean ups

* rm extra space

* rm unused MAMBA_CHUNK_SIZE

* rm unused key

* add bos False

* changed ROPE_TYPE

* cleaning debugging stuff

* cleaning debug quant

* fix comment

* some cleanups

* some cleanups

* Update src/llama-model-loader.cpp

* more cleanups

* moe cleanuips

* d_ssm -> d_inner;

* cleaning unused hparams

* cleanup

* more cleanups

* more cleanups on python conversion;

* minor cleanups

* Apply suggestions from code review

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* remove todo

* added falcon-h1

* tensor not required

* clean

* remove unneeded attributes

* more cleanups and fixed conversion

* remove final_norm

* flake8 fixes

* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* flake8 fixes

* Update src/llama-hparams.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update src/llama-arch.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update convert_hf_to_gguf.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* added hashes

* Update src/llama-arch.cpp

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* Update src/llama-vocab.cpp

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>

* update the update file

* Revert "update the update file"

This reverts commit 082ab4ad2a.

* fix: address suggestions

* fix: update convert_hf_to_gguf.py

* Update gguf-py/gguf/constants.py

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* Update src/llama-model-loader.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* d_inner fixed

* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* reshaping ssm_norm for 34B

* removing generate_mup

* remove duplicates metadata keys

* rm comment

* final comment

* fix unused args

* fix constants

* fix bad merge

* Update src/llama-model.cpp

Co-authored-by: compilade <git@compilade.net>

* falcon-h1: remove unused ssm_in_b and bad merge

* Update src/llama-model.cpp

Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>

* falcon-h1: fix last comment

* Update convert_hf_to_gguf.py

Co-authored-by: compilade <git@compilade.net>

* falcon-h1: revert add_add_bos(False)

* falcon-h1: fix tied weights

* falcon-h1: remove whitespace

* falcon-h1: fix wrong size param

* falcon-h1: fix whitespace issues

---------

Co-authored-by: younesbelkada <younes.belkada@tii.ae>
Co-authored-by: Younes B <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
Co-authored-by: Sigbjørn Skjæret <sigbjorn.skjaeret@scala.com>
Co-authored-by: compilade <git@compilade.net>
 2025-07-09 10:03:49 +02:00
Xuan-Son Nguyen
8f22dc0a53 model : add hunyuan moe (#14425) 
* model : add hunyuan moe

* tokenizer ok

* fix tensor name

* cgraph init

* chat template

* wip

* almost working

* skip embed, fix bos

* cleanup

* yarn scaling

* cleanup

* correct rope type

* failed token fix

* ntk alpha freq_base

* tokenization working

* cleanup and pr changes

* vocab_size sanity check

* ntk alpha generic

* Update convert_hf_to_gguf.py

* Apply suggestions from code review

* fix regression

* fix style

---------

Co-authored-by: kooshi <1934337+kooshi@users.noreply.github.com>
 2025-07-08 11:24:06 +03:00
Sigbjørn Skjæret
22015b2092 lint : remove trailing whitepace (#14304) 2025-06-20 16:37:44 +02:00
Ruikai Peng
dd6e6d0b6a vocab : prevent tokenizer overflow (#14301) 
* vocab : prevent stack overflow in tokenize

* vocab : return error instead of aborting on oversized token count

* vocab : INT32_MIN from llama_tokenize on overflow
 2025-06-20 07:13:06 -07:00
Sigbjørn Skjæret
88fc854b4b llama : improve sep token handling (#14272) 2025-06-20 14:04:09 +02:00
fanyang
456af35eb7 build : suppress gcc15 compile warnings (#14261) 
* Change _contains_any() substrs to std::string_view and fix the find comparison logic.
 2025-06-19 14:49:48 +02:00
Bartowski
d7da8dc83a model : Add support for Arcee AI's upcoming AFM model (#14185) 
* Add Arcee AFM support

* Add draft update code

* Fix linter and update URL, may still not be final

* Update src/llama-model.cpp

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>

* Remote accidental blank line

---------

Co-authored-by: Xuan-Son Nguyen <thichthat@gmail.com>
 2025-06-16 01:04:06 +02:00
Georgi Gerganov
fb85a288d7 vocab : fix build (#14175) 
ggml-ci
 2025-06-13 20:03:05 +03:00
Guy Goldenberg
3cfbbdb44e Merge commit from fork 
* vocab : prevent integer overflow during load

* Add static cast and GGML_ABORT

---------

Co-authored-by: Georgi Gerganov <ggerganov@gmail.com>
 2025-06-13 19:20:25 +03:00
Georgi Gerganov
c33fe8b8c4 vocab : prevent heap overflow when vocab is too small (#14145) 
ggml-ci
 2025-06-13 08:03:54 +03:00
Sigbjørn Skjæret
9f47fa5792 vocab : warn about missing mask token (#14022) 2025-06-05 09:29:18 +02:00
Sigbjørn Skjæret
5e1c3aed40 convert : fix nomic-bert-moe mask token (#13757) 2025-06-01 18:07:21 +02:00
Sigbjørn Skjæret
c3a2624339 vocab : fix ugm tokenizer precision (#13743) 2025-05-24 12:29:09 +02:00
Johannes Gäßler
10d2af0eaa llama/ggml: add LLM training support (#10544) 
* llama/ggml: add LLM training support

more compact progress bar

llama_save_model_to_file

llama_opt_param_filter

ggml_graph_dup force_grads

refactor ggml_opt, fix test-opt

* remove logits_all

* refactor CUDA implementation for ACC

* reset graph at beginning of opt period
 2025-05-12 14:44:49 +02:00
Sigbjørn Skjæret
d2a4ef05c6 vocab : add ByteDance-Seed/Seed-Coder (#13423) 2025-05-10 22:08:07 +02:00
Xuan-Son Nguyen
ecda2ec4b3 mtmd : Support Pixtral 12B (#13065) 
* add pixtral text model (vision is wip)

* cgraph ok, just missing 2D RoPE

* fix bad rebase

* first working version

* fix problem with img_break token

* support dynamic image size

* update docs

* update test script
 2025-04-23 20:21:59 +02:00
Mikko Juola
971f245b3b llama : recognize IBM Granite 3.3 FIM tokens (#12988) 
The Granite's FIM tokens are very similar to Qwen's; it's just that
they use underscore instead of a dash. So <fim_middle> for example
instead of <fim-middle>.

Opening up tokenizer_config.json in ibm-granite/granite-3.3-8b-base
shows:

```
    "<fim_prefix>",
    "<fim_middle>",
    "<fim_suffix>",
    "<fim_pad>",
    ...
    "<reponame>",
```
 2025-04-17 11:37:05 +03:00
Yuxuan Zhang
06bb53ad9b llama-model : add Glm4Model implementation for GLM-4-0414 (#12867) 
* GLM-4-0414

* use original one

* Using with tensor map

* fix bug

* change order

* change order

* format with flask8
 2025-04-11 12:10:10 +02:00
Xuan-Son Nguyen
1466621e73 llama : Support llama 4 text-only (#12791) 
* llama4 conversion

* initial support, no chat template

* clean up a bit

* fix tokenizer conversion

* correct hparams

* try this

* fix shexp

* ffn_inp_normed

* chat template

* clean up model conversion

* add_bos

* add scale_before_ffn

* fix order

* weight_before_ffn

* llm_graph_input_attn_temp

* add chunk attn mask

* build_inp_attn_scale()

* add comment about ggml_repeat

* clarify comments

* fix build
 2025-04-07 23:06:44 +02:00
yumeyao
5dd5d1ab00 vocab : use string_view::find() to avoid unnecessary looking up beyond the fragment range (#12706) 2025-04-03 18:32:54 +03:00
Sigbjørn Skjæret
83a88bd6af vocab : BailingMoE : change possessive quantifiers to greedy (#12677) 2025-04-02 11:21:48 +02:00
Daniel Bevenius
c80a7759da vocab : add special infill tokens for CodeLlama (#11850) 
* vocab : add special infill tokens for CodeLlama

The commit adds the following special tokens for CodeLlama infill:
- `▁<PRE>`
- `▁<SUF>`
- `▁<MID>`

The motivation for this is that currently the infill example uses
CodeLlama as a suggested model. But when using this model the following
error is generated:
```console
/llama.cpp-debug/examples/infill/infill.cpp:165: GGML_ASSERT(llama_vocab_fim_pre(vocab) >= 0) failed

Could not attach to process.  If your uid matches the uid of the target
process, check the setting of /proc/sys/kernel/yama/ptrace_scope, or try
again as the root user.  For more details, see /etc/sysctl.d/10-ptrace.conf
ptrace: Operation not permitted.
No stack.
The program is not being run.
305251 Aborted                 (core dumped)
./build/bin/llama-infill -t 10 -ngl 0 -m models/codellama-13b.Q5_K_S.gguf \
  -c 4096 --temp 0.7 --repeat_penalty 1.1 -n 20 \
  --in-prefix "def helloworld():\n    print(\"hell" \
  --in-suffix "\n   print(\"goodbye world\")\n    "
```

* squash! vocab : add special infill tokens for CodeLlama

Add _<EOT> as well.
 2025-03-31 18:40:56 +02:00
Sigbjørn Skjæret
2c3f8b850a llama : support BailingMoE (Ling) (#12634) 2025-03-30 22:21:03 +02:00
Juyoung Suk
b3de7cac73 llama : add Trillion 7B model support (#12556) 
* Support Trillion 7B

* Update llama.h

* Update llama.h

* Update llama-vocab.cpp for Trillion

* Update llama-vocab.cpp
 2025-03-30 20:38:33 +02:00
compilade
00d53800e0 llama-vocab : add SuperBPE pre-tokenizer (#12532) 2025-03-24 11:47:24 +01:00
mgroeber9110
5bbe6a9fe9 ggml : portability fixes for VS 2017 (#12150) 
* Add include files for std::min/max and std::toupper/tolower

* win32: move _USE_MATH_DEFINES before includes to ensure M_PI is defined

* Use GGML_RESTRICT instead of "restrict" keyword everywhere, and use "__restrict" in MSVC plain C mode

* win32: only use __restrict in MSVC if C11/C17 support is not enabled

---------

Co-authored-by: Marcus Groeber <Marcus.Groeber@cerence.com>
 2025-03-04 18:53:26 +02:00
Xuan-Son Nguyen
c43a3e7996 llama : add Phi-4-mini support (supersede #12099) (#12108) 
* Added Phi-4-mini-instruct support

* Update regex per ngxson

* Change the vocab base to Xenova/gpt-4o

* fix conversion update script

* no need to check longrope

* minor style fix

* fix python style

---------

Co-authored-by: Nicholas Sparks <nisparks@microsoft.com>
 2025-02-28 12:44:11 +01:00
mgroeber9110
ffd0821c57 vocab : correctly identify LF token for GPT-2 style BPE tokenizer (#11496) 2025-01-30 12:10:59 +02:00
lexasub
a5203b4465 llama : minor fixes for up llama load model speed (#11448) 
* impl::load change map bpe_ranks to onordered map for reduce time of impl::load on 30%

* llama_model_loader::init_mapping - replace new llama_mmap to std::make_unique<llama_mmap> for clean code & reduce (/2) time of running init_mappings

* Update src/llama-vocab.cpp

---------

Co-authored-by: lexasub <empty@empty.ru>
Co-authored-by: Diego Devesa <slarengh@gmail.com>
 2025-01-27 14:42:09 +01:00
Xuan Son Nguyen
ec7f3ac9ab llama : add support for Deepseek-R1-Qwen distill model (#11310) 
* llama : add support for Deepseek-R1-Qwen distill model

* coding style
 2025-01-20 14:35:07 +01:00
Georgi Gerganov
a133566d34 vocab : fix double-eos check (#11273) 
ggml-ci
 2025-01-17 09:28:00 +02:00
Georgi Gerganov
bbf3e55e35 vocab : add dummy tokens for "no_vocab" type (#11231) 
* vocab : add dummy tokens for "no_vocab" type

ggml-ci

* vocab : minor [no ci]
 2025-01-14 11:54:58 +01:00
Daniel Bevenius
8f70fc3d1b llama : remove 'd' from bad special token log (#11212) 
This commit removes the 'd' from the log message in llama-vocab.cpp
when logging a bad special token.

The motivation for this is that currently the output can look something
like the following:
```console
load: bad special token:
    'tokenizer.ggml.image_token_id' = 128256d, using default id -1
```
 2025-01-13 13:38:20 +01:00
Georgi Gerganov
08f10f69c3 llama : remove notion of CLS token (#11064) 
ggml-ci
 2025-01-12 12:15:53 +02:00
Georgi Gerganov
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
Georgi Gerganov
727368c60f llama : use LLAMA_TOKEN_NULL (#11062) 
ggml-ci
 2025-01-06 10:52:15 +02:00