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French_Ball
91b8ab18b7 [i18n-<languageCode>] Translating Benchmarks.md to Chinese (#35137) 
* add "Translating Benchmarks.md to Chinese "

* Removed all the English original text (which was previously kept as comments in the document) and refined some of the Chinese expressions.
 2024-12-10 09:58:47 -08:00
Henry Hyeonmok Ko
52d135426f Multiple typo fixes in NLP, Audio docs (#35181) 
Fixed multiple typos in Tutorials, NLP, and Audio sections
 2024-12-10 09:08:55 -08:00
Ahmed Almaghz
425af6cdc2 [i18n-ar] Translated file : docs/source/ar/community.md into Arabic (#33027) 
* Add docs/source/ar/community.md to Add_docs_source_ar_community.md

* Update community.md

* Update community.md

* Update community.md

* Update _toctree.yml - add community.md

* Update docs/source/ar/community.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Create how_to_hack_models.md

* Create modular_transformers.md

* Create tiktoken.md

* Update _toctree.yml

* Update docs/source/ar/how_to_hack_models.md

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* Update docs/source/ar/how_to_hack_models.md

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* Update docs/source/ar/how_to_hack_models.md

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* Update docs/source/ar/modular_transformers.md

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* Update docs/source/ar/modular_transformers.md

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* Update docs/source/ar/modular_transformers.md

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---------

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 2024-12-10 09:08:27 -08:00
NielsRogge
9e420e0269 [I-JEPA] Update docs (#35148) 
Update docs
 2024-12-09 10:01:31 +01:00
Pavel Iakubovskii
c8c8dffbe4 Update I-JEPA checkpoints path (#35120) 
Update checkpoints path
 2024-12-06 13:42:51 +00:00
Aymeric Roucher
9ad4c93536 Add Aria (#34157) 
* Add Aria
---------

Co-authored-by: Cyril Vallez <cyril.vallez@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
 2024-12-06 12:17:34 +01:00
Jonathan Mamou
e27465c801 Adaptive dynamic number of speculative tokens (#34156) 
* initial commit

* update strategy

* add tradeoff FPR TPR with cost

* all probs

* fix

* fix

* fix style

* Update src/transformers/generation/configuration_utils.py

shorter docstring

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

* import guard

* fix style

* add is_sklearn_available condition

* vectorizing to flatten the for-loop

* fix style

* disable adaptation for UAG

* update doc

* add TestAssistedCandidateGeneratorUpdateStrategy

* fix style

* protect import

* fix style

---------

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
 2024-12-05 17:07:33 +01:00
João Marcelo
50189e36a6 Add I-JEPA (#33125) 
* first draft

* add IJepaEmbeddings class

* fix copy-from for IJepa model

* add weight conversion script

* update attention class names in IJepa model

* style changes

* Add push_to_hub option to convert_ijepa_checkpoint function

* add initial tests for I-JEPA

* minor style changes to conversion script

* make fixup related

* rename conversion script

* Add I-JEPA to sdpa docs

* minor fixes

* adjust conversion script

* update conversion script

* adjust sdpa docs

* [run_slow] ijepa

* [run-slow] ijepa

* [run-slow] ijepa

* [run-slow] ijepa

* [run-slow] ijepa

* [run-slow] ijepa

* formatting issues

* adjust modeling to modular code

* add IJepaModel to objects to ignore in docstring checks

* [run-slow] ijepa

* fix formatting issues

* add usage instruction snippet to docs

* change pos encoding, add checkpoint for doc

* add verify logits for all models

* [run-slow] ijepa

* update docs to include image feature extraction instructions

* remove pooling layer from IJepaModel in image classification class

* [run-slow] ijepa

* remove pooling layer from IJepaModel constructor

* update docs

* [run-slow] ijepa

* [run-slow] ijepa

* small changes

* [run-slow] ijepa

* style adjustments

* update copyright in init file

* adjust modular ijepa

* [run-slow] ijepa
 2024-12-05 16:14:46 +01:00
Steven Liu
1ed1de2fec [docs] Increase visibility of torch_dtype="auto" (#35067) 
* auto-dtype

* feedback
 2024-12-04 09:18:44 -08:00
Fanli Lin
baa3b22137 [docs] add a comment that offloading requires CUDA GPU (#35055) 
* add commen to offloading

* Update docs/source/en/kv_cache.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-12-04 07:48:34 -08:00
Fanli Lin
329f5dbf97 [docs] use device-agnostic API instead of hard-coded cuda (#35048) 
replace cuda
 2024-12-03 10:54:15 -08:00
Fanli Lin
b8cdc262d5 [docs] use device-agnostic instead of cuda (#35047) 
* fix on xpu

* [run_all]

* add the missing import for Image lib

* add more devices in comment

* bug fix

* replace cuda
 2024-12-03 10:53:45 -08:00
wwwbai
346597b644 Translate community.md into Chinese (#35013) 
* community translation

* Update docs/source/zh/community.md

Co-authored-by: Isotr0py <2037008807@qq.com>

---------

Co-authored-by: Isotr0py <2037008807@qq.com>
 2024-12-03 10:22:02 -08:00
Fanli Lin
3deaa8179d [docs] fix example code bug (#35054) 
fix code bug
 2024-12-03 09:18:39 -08:00
Cyril Vallez
ee37bf0d95 Automatic compilation in generate: do not rely on inner function (#34923) 
* compiled forward in PreTrainedModel

* update

* style

* update name

* trigger CIs

* Add way to use custom compile args

* style

* switch parameterization to generation_config

* Add to inits

* Update configuration_utils.py

* inits

* style

* docs

* style

* Update configuration_utils.py

* back without dataclass for repo consistency

* Update configuration_utils.py

* style

* style

* style once again

* add config serialization

* update

* true dataclass

* trigger CIs

* merge compile methods + remove serialization of compile config
 2024-12-03 11:20:31 +01:00
wwwbai
f9c7e6021e Translate bertlogy.md into Chinese (#34908) 
* bertology translation

* Update docs/source/zh/_toctree.yml

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/zh/bertology.md

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* Update docs/source/zh/bertology.md

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* Update docs/source/zh/bertology.md

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* Update docs/source/zh/bertology.md

Co-authored-by: Isotr0py <2037008807@qq.com>

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: blueingman <15329507600@163.com>
Co-authored-by: Isotr0py <2037008807@qq.com>
 2024-12-02 11:42:40 -08:00
Fanli Lin
527dc04e46 [docs] add the missing import for Image and bug fix (#34776) 
* add the missing import for Image lib

* add more devices in comment

* bug fix
 2024-12-02 11:40:20 -08:00
Ahmed Almaghz
4955e4e638 [i18n-ar] Translated file : docs/source/ar/notebooks.md into Arabic (#33049) 
* Add docs/source/ar/notebooks.md to Add_docs_source_ar_notebooks.md

* Update notebooks.md

* Update _toctree.yml
 2024-12-02 11:40:04 -08:00
Henry Hyeonmok Ko
31299670cd Multiple typo fixes in Tutorials docs (#35035) 
* Fixed typo in multi gpu docs and OLMoE version

* Fixed typos in docs for agents, agents advanced, knowledge distillation, and image feature extraction

* Fixed incorrect usage of model.image_guided_detection in zero shot object detection docs
 2024-12-02 15:26:34 +00:00
Michael Goin
9d6f0ddcec Add optimized PixtralImageProcessorFast (#34836) 
* Add optimized PixtralImageProcessorFast

* make style

* Add dummy_vision_object

* Review comments

* Format

* Fix dummy

* Format

* np.ceil for math.ceil
 2024-11-28 16:04:05 +01:00
Xiao Yuan
4120cb257f Fix typo in code block in vipllava.md (#34957) 
fix typo in code block in vipllava.md
 2024-11-27 08:19:34 -08:00
blueingman
2910015d6d [i18n-zh]Translated perf_train_special.md into Chinese (#34948) 
* Add translation for perf_train_special documentation

* Update docs/source/zh/perf_train_special.md

Co-authored-by: Isotr0py <2037008807@qq.com>

* Update docs/source/zh/perf_train_special.md

Co-authored-by: Isotr0py <2037008807@qq.com>

* Update _toctree.yml

* Update _toctree.yml

* Update perf_train_special.md

* Update perf_train_special.md

---------

Co-authored-by: Isotr0py <2037008807@qq.com>
 2024-11-27 07:57:43 -08:00
Fanli Lin
637225508f [docs] add explanation to release_memory() (#34911) 
* explain release_memory

* Update docs/source/en/llm_tutorial_optimization.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-11-27 07:47:28 -08:00
MaCAT
0600f46353 🌐 [i18n-KO] Translated encoder-decoder.md to Korean (#34880) 
* Initial version of translation, english still remaining

* Revised Translation, removed english. _toctree not updated

* updated _toctree.yml && 3rd ver translation

* updated _toctree.yml && 3rd ver translation

* Update encoder-decoder.md

Co-authored-by: YONGSANG <71686691+4N3MONE@users.noreply.github.com>

* Update encoder-decoder.md

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* Update encoder-decoder.md

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* Update encoder-decoder.md

Co-authored-by: YONGSANG <71686691+4N3MONE@users.noreply.github.com>

* Update encoder-decoder.md

Co-authored-by: YONGSANG <71686691+4N3MONE@users.noreply.github.com>

* Update encoder-decoder.md

Co-authored-by: YONGSANG <71686691+4N3MONE@users.noreply.github.com>

---------

Co-authored-by: YONGSANG <71686691+4N3MONE@users.noreply.github.com>
 2024-11-27 07:47:14 -08:00
blueingman
6c3f168b36 [i18n-zh]Translated tiktoken.md into chinese (#34936) 
* Add translation for tiktoken documentation

* Update tiktoken.md

* Update tiktoken.md
 2024-11-26 10:09:52 -08:00
谭九鼎
5bfb40bc8e docs: HUGGINGFACE_HUB_CACHE -> HF_HUB_CACHE (#34904) 2024-11-26 09:37:18 -08:00
Fanli Lin
784d22078a [doc] use full path for run_qa.py (#34914) 
use full path for run_qa.py
 2024-11-26 09:23:44 -08:00
Fanli Lin
6bc0c219c1 [docs] use device-agnostic API instead of cuda (#34913) 
add device-agnostic API

Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
 2024-11-26 09:23:34 -08:00
Ahmed Almaghz
64b73e61f8 [i18n-ar] Translated file : docs/source/ar/benchmarks.md into Arabic (#33023) 
* Add docs/source/ar/benchmarks.md to Add_docs_source_ar_benchmarks.md

* Update docs/source/ar/benchmarks.md

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>

* Update docs/source/ar/benchmarks.md

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* Update docs/source/ar/benchmarks.md

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* Update docs/source/ar/benchmarks.md

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* Update docs/source/ar/benchmarks.md

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* Update docs/source/ar/benchmarks.md

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* Update docs/source/ar/benchmarks.md

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* Update docs/source/ar/benchmarks.md

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* Update docs/source/ar/benchmarks.md

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* Update docs/source/ar/benchmarks.md

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* Update docs/source/ar/benchmarks.md

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* Update _toctree.yml

* Update benchmarks.md

---------

Co-authored-by: Abdullah Mohammed <554032+abodacs@users.noreply.github.com>
 2024-11-26 09:23:11 -08:00
Viktor Scherbakov
95c10fedb3 Updated documentation and added conversion utility (#34319) 
* Updated documentation and added conversion utility

* Update docs/source/en/tiktoken.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tiktoken.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Moved util function to integration folder + allow for str

* Update formatting

Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* Updated formatting

* style changes

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
 2024-11-25 18:44:09 +01:00
Shane A
9121ab8fe8 Rename OLMo November to OLMo2 (#34864) 
* Rename/move OLMo Nov files to OLMo2

* Rename Olmo1124 and its variants to Olmo2
 2024-11-25 16:31:22 +01:00
farrosalferro
c57eafdaa1 Add Nemotron GGUF Loading Support (#34725) 
* Add Nemotron GGUF Loading Support

* fix the Nemotron architecture assignation

---------

Co-authored-by: Marc Sun <57196510+SunMarc@users.noreply.github.com>
 2024-11-21 11:37:34 +01:00
wwwbai
3033509327 Translate attention.md into Chinese (#34716) 
* try

* tryagain

* tryagggain

* translated

* translated2

* Update docs/source/zh/attention.md

Co-authored-by: Huazhong Ji <hzji210@gmail.com>

---------

Co-authored-by: Huazhong Ji <hzji210@gmail.com>
 2024-11-19 10:03:12 -08:00
Merve Noyan
befbbf2f98 Added image-text-to-text pipeline to task guide (#34783) 
* Added image-text-to-text pipeline to task guide

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/en/tasks/image_text_to_text.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Merge codeblocks

---------

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-11-19 09:49:10 -08:00
Yoni Gozlan
eedc113914 Add Image Processor Fast Deformable DETR (#34353) 
* add deformable detr image processor fast

* add fast processor to doc

* fix copies

* nit docstring

* Add tests gpu/cpu and fix docstrings

* fix docstring

* import changes from detr

* fix imports

* rebase and fix

* fix input data format change in detr and rtdetr fast
 2024-11-19 11:18:58 -05:00
David Zhang
427b62ed1a Fix post process function called in the instance segmentation example of mask2former (#34588) 
* Fix post process function called in the instance segmentation example of mask2former

* fix description and additional notes for post_process_instance_segmentation of maskformers

* remove white space in maskformers post_process_instance_segmentation doc

* change image.size[::-1] to height and width for clarity in segmentation examples
 2024-11-19 16:49:25 +01:00
Marc Sun
ce1d328e3b Fix cache_utils for optimum.quanto kvcache quantization (#34750) 
* add co-author

Co-authored-by: w3rew <w3rew@users.noreply.github.com>

* fix docs

* fix cache

* remove print

---------

Co-authored-by: w3rew <w3rew@users.noreply.github.com>
 2024-11-19 14:16:34 +01:00
Arthur
54739a320e Self-speculation (Layer-Skip Llama) (#34240) 
* 😅

* early exit (#34244)

* mvp

* docs and tests

* a few fixes

* no shared cache

* Apply suggestions from code review

Co-authored-by: Mostafa Elhoushi <m.elhoushi@ieee.org>

* docs

* make fix-copies

* cohere fix

* [test all]

* [test all] consistent model code copies

* [test all] make fix-copies :D

* Apply suggestions from code review

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: Mostafa Elhoushi <m.elhoushi@ieee.org>

* Update src/transformers/generation/candidate_generator.py

* Update src/transformers/generation/configuration_utils.py

Co-authored-by: Pedro Cuenca <pedro@huggingface.co>

* [test all] don't use a stand-alone attribute; fix test

---------

Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>
Co-authored-by: Joao Gante <joao@huggingface.co>
Co-authored-by: Mostafa Elhoushi <m.elhoushi@ieee.org>
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
 2024-11-19 12:20:07 +00:00
Ke Wen
20142ab542 Simplify Tensor Parallel implementation with PyTorch TP (#34184) 
* Simplify Tensor Parallel implementation with PyTorch TP

* Move tp_plan to config

* Lint

* Format and warning

* Disable copy-from check

* Conditionally get attr from config

* make fix-copies

* Move base_model_tp_plan to PretrainedConfig

* Move TP into from_pretrained

* Add device context for load

* Do not serialize

* Move _tp_plan setting to post_init

* Add has_tp_plan

* Add test_tp

* Add 'Multi-gpu inference' doc

* Add backward support for device type identification

* Auto-detect accelerator

* supports_tp_plan

* copyright year

* Fix copy
 2024-11-18 19:51:49 +01:00
ecyht2
7df93d6ffb fix: Wrong task mentioned in docs (#34757) 2024-11-18 18:42:28 +00:00
Hun-soo Jung
7693b62268 Fix callback key name (#34762) 
Fixes typo.
 2024-11-18 18:41:12 +00:00
Fanli Lin
e80a65ba4f [tests] add XPU part to testing (#34778) 
add XPU part to testing

Signed-off-by: Lin, Fanli <fanli.lin@intel.com>
 2024-11-18 09:59:11 -08:00
Fanli Lin
9568a9dfc5 [docs] add XPU besides CUDA, MPS etc. (#34777) 
add XPU
 2024-11-18 09:58:50 -08:00
Fanli Lin
8568bf1bcf [docs] make empty_cache device-agnostic (#34774) 
make device-agnostic
 2024-11-18 09:58:26 -08:00
Ofek Lev
eb0ab3ed4b Fix broken link (#34618) 2024-11-18 14:13:26 +01:00
Raushan Turganbay
1646ffb4d1 VLMs: patch_size -> num_image_tokens in processing (#33424) 
* use num additional tokens

* fix copies + docs

* another fix copies :)

* add docs

* move order for BC
 2024-11-18 13:21:07 +01:00
Shane A
3ee24e2208 Add OLMo November 2024 (#34551) 
* Add model skeletion with transformers-cli add-new-model-like

* Convert config to modular, add rms_norm_eps, delete clip_qkv

* Convert model to modular, add RMSNorm

* Add flash attention with qk norm and no qkv clipping

* Add decoder layer with RMSNorm after attention/feedforward layers

* Add base and causal model

* Add converter improvements from OLMo repo

* Update weight loading in OLMo to HF converter

* Set correct default for rms_norm_eps

* Set correct pipeline_model_mapping in test

* Run make fixup

* Fix model type

* Re-run modular conversion

* Manually set config docs to fix build errors

* Convert olmo-1124 to olmo_1124 to fix flash attention docs errors

* Start updating tests

* Update tests

* Copy upstream test_eager_matches_sdpa_inference_1_bfloat16 changes to olmo_1124

* Rename input_layernorm and post_attention_layernorm to reflect their ops better

* Use correct tokenizer

* Remove test unsupported by GPT2 tokenizer

* Create GenerationConfig outside of from_pretrained call

* Use simpler init file structure

* Add explicit __all__ to support simplified init

* Make safetensor serialization the default

* Update OLMo November 2024 docs
 2024-11-18 10:43:10 +01:00
jiqing-feng
52ea4aa589 add xpu path for awq (#34712) 
* add xpu path for awq

* update readme
 2024-11-15 15:45:24 +01:00
Lysandre Debut
f5dbfab7f3 Update llava.md (#34749) 
LLava -> Llava
 2024-11-15 15:39:57 +01:00
Fanli Lin
a3d69a8994 [docs] add xpu device check (#34684) 
* add XPU path

* use accelerate API

* Update docs/source/en/tasks/semantic_segmentation.md

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* update more places with accelerate API

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Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
 2024-11-13 14:16:59 -08:00