fix _update_model_kwargs_for_generation

fix FA2

clarify

Workaround the export issue in torch 2.4

Co-authored-by: Guang Yang <guangyang@fb.com>

* I think inputs_embeds has ndim == 3

* fix sequence length catch

* add generate test

* [run-slow]olmo, persimmon, gemma, gemma2, qwen2, llama

* skip whisper

* fix bart test

* more fixes

* docs: ko: quantization/bitsandbytes.md

* feat: nmt draft

* fix: minor typos

* fix: manual edits

* fix: manual edits

* fix: resolve suggestions

Co-authored-by: wony617 <49024958+Jwaminju@users.noreply.github.com>
Co-authored-by: YONGSANG <71686691+4N3MONE@users.noreply.github.com>
Co-authored-by: Woojun Jung <46880056+jungnerd@users.noreply.github.com>

* fix: resolve suggestions

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

* Apply suggestions from code review

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

* Apply suggestions from code review

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

---------

Co-authored-by: wony617 <49024958+Jwaminju@users.noreply.github.com>
Co-authored-by: YONGSANG <71686691+4N3MONE@users.noreply.github.com>
Co-authored-by: Woojun Jung <46880056+jungnerd@users.noreply.github.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* docs: ko: fsdp.md

* feat: nmt draft

* fix: manual edits

* Apply suggestions from code review

Co-authored-by: 김준재 <55151385+junejae@users.noreply.github.com>
Co-authored-by: Minki Kim <100768622+1kmmk1@users.noreply.github.com>

* fix: resolve suggestions

* Update docs/source/ko/fsdp.md

Co-authored-by: 김준재 <55151385+junejae@users.noreply.github.com>

* Update docs/source/ko/fsdp.md

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

---------

Co-authored-by: 김준재 <55151385+junejae@users.noreply.github.com>
Co-authored-by: Minki Kim <100768622+1kmmk1@users.noreply.github.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* docs: ko: quantization/eetq.md

* feat: nmt draft

* fix docs: ko: quantization/eetq.md

* fix docs: ko: quantization/eetq.md

* fix: resolve suggestions

Co-authored-by: Jiwook Han <33192762+mreraser@users.noreply.github.com>

* fix: resolve suggestions

* fix: resolve suggsetions

---------

Co-authored-by: Jiwook Han <33192762+mreraser@users.noreply.github.com>

* docs: ko: ko-trainer

* feat: nmt draft

* fix: manual edits

* fix: manual edits

* fix: glossary

* fix: glossary

* Apply suggestions from code review

Co-authored-by: Jinuk <45095330+JinukHong@users.noreply.github.com>
Co-authored-by: SeongWooChoi <46990061+nuatmochoi@users.noreply.github.com>

---------

Co-authored-by: Jinuk <45095330+JinukHong@users.noreply.github.com>
Co-authored-by: SeongWooChoi <46990061+nuatmochoi@users.noreply.github.com>

* docs: ko: llm_tutorial_optimization.md

* feat: nmt draft

* fix: manual edits

* Update docs/source/ko/llm_tutorial_optimization.md

Co-authored-by: Chaewon Song <chaewon1019@ewhain.net>

* Update docs/source/ko/llm_tutorial_optimization.md

Co-authored-by: Chaewon Song <chaewon1019@ewhain.net>

* fix: resolve suggestions - 1

Co-authored-by: Chaewon Song <chaewon1019@ewhain.net>
Co-authored-by: timdalxx <48753785+jeongiin@users.noreply.github.com>
Co-authored-by: boyunJang <gobook1234@naver.com>

* fix: resolve suggestions - 2

Co-authored-by: boyunJang <gobook1234@naver.com>
Co-authored-by: Chaewon Song <chaewon1019@ewhain.net>
Co-authored-by: timdalxx <48753785+jeongiin@users.noreply.github.com>

---------

Co-authored-by: Chaewon Song <chaewon1019@ewhain.net>
Co-authored-by: timdalxx <48753785+jeongiin@users.noreply.github.com>
Co-authored-by: boyunJang <gobook1234@naver.com>

* filter flash_attn optional imports loading remote code

* improve pattern

* fix code style

* Update src/transformers/dynamic_module_utils.py

Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>

---------

Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>

* add qwen2audio

* Update check_repo.py

* fix style

* fix test

* fix style

* add model size

* Qwen2AudioEncoderModel->Qwen2AudioEncoder; add copy info

* Update src/transformers/models/qwen2_audio/modeling_qwen2_audio.py

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* Update src/transformers/models/qwen2_audio/modeling_qwen2_audio.py

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* Update src/transformers/models/qwen2_audio/modeling_qwen2_audio.py

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* switch the attention_mask and the feature_attention_mask

* add to PRIVATE_MODELS in check_repo.py; add to MODEL_NAMES_TO_IGNORE in check_table.py

* fix initialization

* update chat_template

* fix consistency issue after copy

* add docstrings to _merge_input_ids_with_audio_features

* add copied from to prepare_inputs_for_generation

* add more details to docs

* rm comment

* add init_std

* Update src/transformers/models/qwen2_audio/modeling_qwen2_audio.py

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* Update src/transformers/models/qwen2_audio/modeling_qwen2_audio.py

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* Update src/transformers/models/qwen2_audio/modeling_qwen2_audio.py

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* Update src/transformers/models/qwen2_audio/modeling_qwen2_audio.py

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>

* update

* Update docs/source/en/model_doc/qwen2_audio.md

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* update tests

* rm ignore_index

* update processor

* rm ffmpeg_read

* Update tests/models/qwen2_audio/test_modeling_qwen2_audio.py

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2_audio.md

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2_audio.md

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* Update docs/source/en/model_doc/qwen2_audio.md

Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* update

* typo

* [run_slow] qwen2_audio

* [run_slow] qwen2_audio

* [run_slow] qwen2_audio

* fix quality

* [run_slow] qwen2_audio

* [run_slow] qwen2_audio

* [run_slow] qwen2_audio

* add official model

---------

Co-authored-by: Yoach Lacombe <52246514+ylacombe@users.noreply.github.com>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

* handle (processor_class, None) returned by ModelPatterns

* handle (slow, fast) image processors in add model

* handle old image processor case

* fix typo

* uniform kwargs

* make style

* add comments

* remove return_tensors

* remove common_kwargs from processor since it propagates

* make style

* return_token_type_ids to True

* revert the default imagekwargs since does not accept any value in the image processro

* revert processing_utils.py

* make style

* add molbap's commit

* fix typo

* fix common processor

* remain

* Revert "add molbap's commit"

This reverts commit a476c6ee88318ce40d73ea31e2dc2d4faa8ae410.

* add unsync PR

* revert

* make CI happy

* nit

* import annotationformat

* Change `_supports_sdpa` to True

* add phi3 to sdpa support list

Update llm_tutorial.md

remove comma re: issue 32518

https://github.com/huggingface/transformers/issues/32518

Hello!

## Pull Request overview
* Fix typo

## Details
This should speak for itself.

cc @itazap @ArthurZucker 

- Tom Aarsen

* docs: ko: chat_templating.md

* feat: nmt draft

* fix: manual edits

* Update docs/source/ko/chat_templating.md

Co-authored-by: Sungmin Oh <fabxoe.kor@gmail.com>

* Update docs/source/ko/chat_templating.md

Co-authored-by: Sungmin Oh <fabxoe.kor@gmail.com>

* fix: apply suggestions from code review - anchor

Co-authored-by: Sungmin Oh <fabxoe.kor@gmail.com>

* fix: manual edits

Co-authored-by: SeungYoun Lee <84276596+win2dvp21@users.noreply.github.com>
Co-authored-by: Minki Kim <100768622+1kmmk1@users.noreply.github.com>

* fix: manual edits

* fix: delete 'default template' section

---------

Co-authored-by: Sungmin Oh <fabxoe.kor@gmail.com>
Co-authored-by: SeungYoun Lee <84276596+win2dvp21@users.noreply.github.com>
Co-authored-by: Minki Kim <100768622+1kmmk1@users.noreply.github.com>

Fixed WhisperModel.forward’s docstring link.

* docs: ko: tasks/images_feature_extraction.md

* feat: nmt draft

* fix: manual edits

* fix: manual edits

* fix: manual edits

* fix: manual edits

* feat: manual edits

* Update docs/source/ko/tasks/image_feature_extraction.md

Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* Update docs/source/ko/tasks/image_feature_extraction.md

Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* fix: manual edits

---------

Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>

* docs: ko: quantization/quanto.md

* feat: nmt draft

* fix: resolve suggestions

Co-authored-by: SeungYoun Lee <84276596+win2dvp21@users.noreply.github.com>
Co-authored-by: Minki Kim <100768622+1kmmk1@users.noreply.github.com>
Co-authored-by: 김준재 <55151385+junejae@users.noreply.github.com>

* fix: resolve suggestions

Co-authored-by: SeungYoun Lee <84276596+win2dvp21@users.noreply.github.com>

---------

Co-authored-by: SeungYoun Lee <84276596+win2dvp21@users.noreply.github.com>
Co-authored-by: Minki Kim <100768622+1kmmk1@users.noreply.github.com>
Co-authored-by: 김준재 <55151385+junejae@users.noreply.github.com>

* docs: ko: tasks/prompting.md

* feat: nmt-draft

* fix: update translation in prompting.md

* fix: update toctree.yml

* fix: manual edits

* fix: toctree edits

* fix: resolve suggestions

Co-authored-by: boyunJang <gobook1234@naver.com>
Co-authored-by: Harheem Kim <49297157+harheem@users.noreply.github.com>
Co-authored-by: timdalxx <48753785+jeongiin@users.noreply.github.com>

---------

Co-authored-by: boyunJang <gobook1234@naver.com>
Co-authored-by: Harheem Kim <49297157+harheem@users.noreply.github.com>
Co-authored-by: timdalxx <48753785+jeongiin@users.noreply.github.com>

* fix: manual edits

* fix: manual edits2

* fix: delete files

* fix: resolve suggestions

Co-authored-by: Sungmin Oh <fabxoe.kor@gmail.com>
Co-authored-by: SeungYoun Lee <84276596+win2dvp21@users.noreply.github.com>
Co-authored-by: 김준재 <55151385+junejae@users.noreply.github.com>

* fix: resolve suggestions

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

---------

Co-authored-by: Sungmin Oh <fabxoe.kor@gmail.com>
Co-authored-by: SeungYoun Lee <84276596+win2dvp21@users.noreply.github.com>
Co-authored-by: 김준재 <55151385+junejae@users.noreply.github.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* logits

* words

`https://huggingface.co/docs/transformers/en/main_classes/pipelines#transformers.TextGenerationPipeline.__call__`

`generate_kwargs (dict, optional) — Additional keyword arguments to pass along to the generate method of the model (see the generate method corresponding to your framework here).`

link in "here" doesnt work

* Allow optional use of grammars to constrain generation

* enable xla fsdp

* add acceleration version check for xla fsdp

* gemma2 fallback to dynamic cache

* Update src/transformers/models/gemma2/modeling_gemma2.py

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

* Update src/transformers/models/gemma2/modeling_gemma2.py

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

* raise error and dont fallback to dynamic cache

* prev will break most forward calls/tests

* Update src/transformers/models/gemma2/modeling_gemma2.py

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

* update

* fix copies

---------

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

* draft bart with new cache

* add cache for decoder-only models

* revert utils

* modify docstring

* revert bart

* minor fixes

* fix copies (not related)

* revert tests

* remove enc-dec related code

* remove bloom

* remove opt (enc-dec)

* update docstring

* git, codegen, gpt_neo, gpt_neox, gpj

* clean up

* copied from statements

* revert

* tmp

* update warning msg

* forgot git

* add more flags

* run-slow git,codegen,gpt_neo,gpt_neox,gpj

* add cache flag to VLMs

* remove files

* style

* video LLMs also need a flag

* style

* llava will go in another PR

* style

* [run-slow] codegen, falcon, git, gpt_neo, gpt_neox, gptj, idefics

* Update src/transformers/models/gpt_neo/modeling_gpt_neo.py

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

* copy from

* deprecate until v4.45 and warn if not training

* nit

* fix test

* test static cache

* add more tests and fix models

* fix copies

* return sliding window mask

* run slow tests & fix + codestyle

* one more falcon fix for alibi

---------

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

* docs: ko: tasks/image_to_image.md

* feat: nmt draft

* fix: manual edits

* fix: resolve suggestions

Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>
Co-authored-by: Jiwook Han <33192762+mreraser@users.noreply.github.com>

* fix: handle remaining suggestions

Co-authored-by: Jiwook Han <33192762+mreraser@users.noreply.github.com>

---------

Co-authored-by: Jihun Lim <31366038+heuristicwave@users.noreply.github.com>
Co-authored-by: Jiwook Han <33192762+mreraser@users.noreply.github.com>

* docs: ko: tasks/idefics.md

* feat: nmt draft

* fix: manual edits

* fix: resolve suggestions

Co-authored-by: Chaewon Song <chaewon1019@ewhain.net>
Co-authored-by: Harheem Kim <49297157+harheem@users.noreply.github.com>
Co-authored-by: timdalxx <48753785+jeongiin@users.noreply.github.com>

---------

Co-authored-by: Chaewon Song <chaewon1019@ewhain.net>
Co-authored-by: Harheem Kim <49297157+harheem@users.noreply.github.com>
Co-authored-by: timdalxx <48753785+jeongiin@users.noreply.github.com>

* docs: ko: tasks/mask_generation.md

* feat: nmt draft

* fix : toc local

* fix : manual edits

* fix : ko-toctree

* fix: resolve suggestions

Co-authored-by: boyunJang <gobook1234@naver.com>
Co-authored-by: Chaewon Song <chaewon1019@ewhain.net>

* fix: resolve suggestions

Co-authored-by: boyunJang <gobook1234@naver.com>
Co-authored-by: Chaewon Song <chaewon1019@ewhain.net>

* fix: resolve suggestions

* fix: resolve suggestions

* fix: resolve suggestions

---------

Co-authored-by: boyunJang <gobook1234@naver.com>
Co-authored-by: Chaewon Song <chaewon1019@ewhain.net>

Revert "fixes to properly shard FSDP across cpu and meta for cpu_effcient_loading for prequantized 4bit (#32276)" (#32477)

* Revert "fixes to properly shard FSDP across cpu and meta for cpu_efficient_loading for prequantized 4bit (#32276)"

This reverts commit 62c60a30

.

We uncovered an issue with this change that caused our training runs to hang.

* `is_torchdynamo_compiling` -- cast a wide exception net (#32476)

* cast a wide net

* make fix-copies with a few manual changes

* add copied from

---------

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

* cast a wide net

* make fix-copies with a few manual changes

* add copied from