Commit graph

127 commits

Author SHA1 Message Date
Concedo
6eea7b88d2 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.github/workflows/build.yml
#	README.md
#	ggml/src/ggml-cann/ggml-cann.cpp
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	tests/test-backend-ops.cpp
#	tests/test-chat-template.cpp
2025-08-06 10:51:29 +08:00
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
Concedo
7590a0ea39 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.github/workflows/build.yml
#	ggml/CMakeLists.txt
#	ggml/cmake/ggml-config.cmake.in
#	ggml/src/CMakeLists.txt
#	models/templates/README.md
#	tools/imatrix/imatrix.cpp
2025-08-05 19:24:29 +08:00
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
Concedo
8bd0a560f0 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	requirements/requirements-convert_hf_to_gguf_update.txt
#	scripts/compare-llama-bench.py
#	tests/test-backend-ops.cpp
#	tests/test-chat.cpp
#	tools/imatrix/README.md
#	tools/imatrix/imatrix.cpp
#	tools/llama-bench/llama-bench.cpp
2025-08-04 22:42:02 +08:00
Csaba Kecskemeti
97366dc6ab
vocab : JetBrains Mellum pre-tokenizer (#15045) 2025-08-03 21:38:18 +02:00
Concedo
f430916a71 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	docs/backend/CANN.md
#	docs/multimodal/minicpmo2.6.md
#	docs/multimodal/minicpmv2.5.md
#	docs/multimodal/minicpmv2.6.md
#	examples/speculative-simple/speculative-simple.cpp
#	ggml/cmake/ggml-config.cmake.in
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/ggml-cann.cpp
#	ggml/src/ggml-cpu/repack.cpp
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-opencl/kernels/add.cl
#	ggml/src/ggml-opencl/kernels/mul.cl
#	scripts/compare-commits.sh
#	scripts/compare-llama-bench.py
#	scripts/sync-ggml.last
#	tools/server/README.md
2025-08-02 10:25:10 +08:00
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 aa973ca21913aba77f6e81a935270ef7be222e75.

* 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
Concedo
b0b7a07b34 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	examples/parallel/parallel.cpp
2025-07-18 23:49:45 +08:00
lgai-exaone
e0cb5c5cb8
model : add EXAONE 4.0 support (#14630) 2025-07-18 10:45:49 +02:00
Concedo
bdff33e0de Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.github/workflows/build.yml
#	README.md
#	ci/run.sh
#	docs/build.md
#	examples/CMakeLists.txt
#	examples/parallel/parallel.cpp
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	scripts/server-bench.py
#	src/llama-kv-cache-unified.cpp
#	tests/test-backend-ops.cpp
#	tools/batched-bench/batched-bench.cpp
#	tools/server/README.md
2025-07-17 00:28:37 +08:00
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
Concedo
cbe9fc87c5 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	src/llama-vocab.cpp
2025-07-16 12:03:54 +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
Concedo
8cebec5128 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	CMakePresets.json
#	README.md
#	common/CMakeLists.txt
#	ggml/src/ggml-cann/ggml-cann.cpp
#	ggml/src/ggml-opencl/CMakeLists.txt
#	ggml/src/ggml-opencl/ggml-opencl.cpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	scripts/sync-ggml.last
#	tests/test-backend-ops.cpp
#	tools/run/CMakeLists.txt
2025-07-13 23:39:41 +08:00
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
Concedo
b8c1fc7c9e Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.github/workflows/build.yml
#	docs/development/HOWTO-add-model.md
#	ggml/src/ggml-sycl/rope.cpp
#	tests/test-backend-ops.cpp
2025-07-09 19:25:28 +08:00
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 243e4d1a50bd73467d99f6b289b9a1826f83b94b.

* 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 082ab4ad2a3927384d878666a5f8cae4eb15f577.

* 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
Concedo
4f2fcaa2ef Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	ci/run.sh
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-cpu/repack.cpp
#	ggml/src/ggml-sycl/binbcast.cpp
#	ggml/src/ggml-sycl/concat.cpp
#	ggml/src/ggml-sycl/conv.cpp
#	ggml/src/ggml-sycl/convert.cpp
#	ggml/src/ggml-sycl/cpy.cpp
#	ggml/src/ggml-sycl/dmmv.cpp
#	ggml/src/ggml-sycl/dpct/helper.hpp
#	ggml/src/ggml-sycl/element_wise.cpp
#	ggml/src/ggml-sycl/getrows.cpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-sycl/gla.cpp
#	ggml/src/ggml-sycl/im2col.cpp
#	ggml/src/ggml-sycl/mmq.cpp
#	ggml/src/ggml-sycl/mmvq.cpp
#	ggml/src/ggml-sycl/norm.cpp
#	ggml/src/ggml-sycl/rope.cpp
#	ggml/src/ggml-sycl/softmax.cpp
#	ggml/src/ggml-sycl/tsembd.cpp
#	ggml/src/ggml-sycl/wkv.cpp
#	tests/test-backend-ops.cpp
2025-06-21 00:32:22 +08:00
Concedo
b59b5dbbd1 Merge commit '456af35eb7' into concedo_experimental
# Conflicts:
#	ggml/src/ggml-sycl/getrows.cpp
#	src/CMakeLists.txt
#	tools/llama-bench/llama-bench.cpp
2025-06-20 23:41:27 +08:00
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
Concedo
4356a00f4a Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.github/workflows/build.yml
#	ci/run.sh
#	docs/function-calling.md
#	examples/gritlm/gritlm.cpp
#	ggml/CMakeLists.txt
#	ggml/cmake/common.cmake
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-cpu/ggml-cpu.c
#	ggml/src/ggml-hip/CMakeLists.txt
#	ggml/src/ggml-vulkan/CMakeLists.txt
#	ggml/src/ggml-vulkan/vulkan-shaders/CMakeLists.txt
#	requirements/requirements-compare-llama-bench.txt
#	scripts/compare-llama-bench.py
#	tests/CMakeLists.txt
2025-06-18 00:16:54 +08:00
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
Concedo
5f9e96e82d Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.devops/intel.Dockerfile
#	CMakeLists.txt
#	README.md
#	common/CMakeLists.txt
#	docs/multimodal.md
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-metal/CMakeLists.txt
#	ggml/src/ggml-sycl/CMakeLists.txt
#	ggml/src/ggml-sycl/common.hpp
#	ggml/src/ggml-sycl/cpy.cpp
#	ggml/src/ggml-sycl/gemm.hpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	src/llama-context.cpp
2025-06-14 09:05:45 +08:00
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
Concedo
d33c88b1f4 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	README.md
#	ci/run.sh
#	examples/embedding/embedding.cpp
#	ggml/CMakeLists.txt
#	ggml/src/CMakeLists.txt
#	src/CMakeLists.txt
2025-06-06 17:56:51 +08:00
Sigbjørn Skjæret
9f47fa5792
vocab : warn about missing mask token (#14022) 2025-06-05 09:29:18 +02:00
Concedo
b42b618897 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	README.md
#	examples/parallel/parallel.cpp
#	ggml/src/CMakeLists.txt
#	ggml/src/ggml-blas/CMakeLists.txt
#	ggml/src/ggml-sycl/CMakeLists.txt
#	ggml/src/gguf.cpp
#	scripts/sync-ggml.last
#	tests/test-gguf.cpp
2025-06-02 23:26:43 +08:00
Sigbjørn Skjæret
5e1c3aed40
convert : fix nomic-bert-moe mask token (#13757) 2025-06-01 18:07:21 +02:00
Concedo
bd960a90a6 removed unnecessary function 2025-05-24 23:59:31 +08:00
Concedo
779a41f23e Merge commit 'c3a2624339' into concedo_experimental 2025-05-24 22:56:02 +08:00
Concedo
f97bbdde00 fix to allow all EOGs to trigger a stop, occam's glm4 fix, 2025-05-24 22:55:11 +08:00
Sigbjørn Skjæret
c3a2624339
vocab : fix ugm tokenizer precision (#13743) 2025-05-24 12:29:09 +02:00
Concedo
21e31e255b Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	.github/workflows/build.yml
#	.github/workflows/docker.yml
#	README.md
#	build-xcframework.sh
#	common/CMakeLists.txt
#	examples/CMakeLists.txt
#	ggml/src/ggml-cpu/CMakeLists.txt
#	ggml/src/ggml-cuda/CMakeLists.txt
#	ggml/src/ggml-metal/ggml-metal.m
#	ggml/src/ggml-metal/ggml-metal.metal
#	ggml/src/ggml-sycl/CMakeLists.txt
#	ggml/src/ggml-sycl/backend.hpp
#	ggml/src/ggml-sycl/common.hpp
#	ggml/src/ggml-sycl/ggml-sycl.cpp
#	ggml/src/ggml-sycl/mmvq.cpp
#	ggml/src/ggml-sycl/vecdotq.hpp
#	scripts/compare-llama-bench.py
#	src/CMakeLists.txt
#	src/llama-model.cpp
#	src/llama.cpp
#	tests/test-backend-ops.cpp
#	tests/test-opt.cpp
#	tools/llama-bench/README.md
#	tools/llama-bench/llama-bench.cpp
#	tools/mtmd/CMakeLists.txt
#	tools/mtmd/README.md
#	tools/mtmd/clip.cpp
#	tools/rpc/rpc-server.cpp
#	tools/server/CMakeLists.txt
#	tools/server/README.md
2025-05-13 00:28:35 +08:00
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
Concedo
28a2723100 merged pixtral support, not fully working 2025-04-24 15:27:02 +08:00
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
Concedo
bce519cee7 Merge branch 'upstream' into concedo_experimental
# Conflicts:
#	ggml/src/ggml-cann/aclnn_ops.cpp
#	ggml/src/ggml-cann/aclnn_ops.h
#	ggml/src/ggml-cann/common.h
#	ggml/src/ggml-cann/ggml-cann.cpp
#	tests/test-backend-ops.cpp
2025-04-18 12:44:20 +08:00
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