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Update llama2.md

* skip two tests

* skip torch as well

* fixup

git python falcon typo

Pin fsspec

* fix logit to multi-hot converstion

* add comments

* typo

* Create index.md

* Create _toctree.yml

* Updated index.md in telugu

* Update _toctree.yml

* Create quicktour.md

* Update quicktour.md

* Create index.md

* Update quicktour.md

* Update docs/source/te/quicktour.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Delete docs/source/hi/index.md

* Update docs/source/te/quicktour.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/te/quicktour.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/te/quicktour.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/te/quicktour.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/te/quicktour.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update docs/source/te/quicktour.md
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* Update docs/source/te/quicktour.md
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* Update docs/source/te/quicktour.md
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Update build_documentation.yml

Added telugu [te]

* Update build_pr_documentation.yml

Added Telugu [te]

* Update _toctree.yml

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

* Update README_hd.md

- Fixed broken links
I hope this small contribution adds value to this project.

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

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

* Fix Fuyu image scaling bug

It could produce negative padding and hence inference errors for certain
image sizes.

* Fix aspect ratio scaling test

* fix set_transform link

* Update docs/source/en/preprocessing.md
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* use doc-builder sintax

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

* Fix docstring for speech-to-text config

* Refactor doc line len <= 119 char

* Remove Speech2TextConfig from OBJECTS_TO_IGNORE

* Fix Speech2TextConfig doc str

* Fix Speech2TextConfig doc using doc-builder

* Refactor Speech2TextConfig doc

Update README_ru.md

Corrected modalities description in README

supprot fa-2 + right padding + forward

* Pin Keras for now out of paranoia

* Add the keras pin to _tests_requirements.txt too

* Make sure the Keras version matches the TF one

* make fixup

* remove docstrings CodeGen from objects_to_ignore

* autofix codegen docstrings

* fill in the missing types and docstrings

* fixup

* change descriptions to be in a separate line

* apply docstring suggestions from code review
Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>

* update n_ctx description in CodeGenConfig

---------
Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>

* Fix and re-enable conversationalpipeline tests

* Fix the batch test so the change only applies to conversational pipeline

better docstrings whisper

* Remove ChineseCLIPImageProcessor, ChineseCLIPTextConfig, ChineseCLIPVisionConfig from check_docstrings

* Run fix_and_overwrite for ChineseCLIPImageProcessor, ChineseCLIPTextConfig, ChineseCLIPVisionConfig

* Replace <fill_type> and <fill_docstring> in configuration_chinese_clip.py, image_processing_chinese_clip.py with type and docstring values

---------
Co-authored-by: vignesh-raghunathan <vignesh_raghunathan@intuit.com>

revert

* initial commit

* add processor, add fuyu naming

* add draft processor

* fix processor

* remove dropout to fix loading of weights

* add image processing fixes from Pedro

* fix

* fix processor

* add basic processing fuyu test

* add documentation and TODO

* address comments, add tests, add doc

* replace assert with torch asserts

* add Mixins and fix tests

* clean imports

* add model tester, clean imports

* fix embedding test

* add updated tests from pre-release model

* Processor: return input_ids used for inference

* separate processing and model tests

* relax test tolerance for embeddings

* add test for logit comparison

* make sure fuyu image processor is imported in the init

* fix formattingh

* more formatting issues

* and more

* fixups

* remove some stuff

* nits

* update init

* remove the fuyu file

* Update integration test with release model

* Update conversion script.

The projection is not used, as confirmed by the authors.

* improve geenration

* Remove duplicate function

* Trickle down patches to model call

* processing fuyu updates

* remove things

* fix prepare_inputs_for_generation to fix generate()

* remove model_input

* update

* add generation tests

* nits

* draft leverage automodel and autoconfig

* nits

* fix dtype patch

* address comments, update READMEs and doc, include tests

* add working processing test, remove refs to subsequences

* add tests, remove Sequence classification

* processing

* update

* update the conversion script

* more processing cleanup

* safe import

* take out ModelTesterMixin for early release

* more cl;eanup

* more cleanup

* more cleanup

* and more

* register a buffer

* nits

* add postprocessing of generate output

* nits

* updates

* add one working test

* fix test

* make fixup works

* fixup

* Arthur's updates

* nits

* update

* update

* fix processor

* update tests

* passe more fixups

* fix

* nits

* don't import torch

* skip fuyu config for now

* fixup done

* fixup

* update

* oups

* nits

* Use input embeddings

* no buffer

* update

* styling processing fuyu

* fix test

* update licence

* protect torch import

* fixup and update not doctested

* kwargs should be passed

* udpates

* update the impofixuprts in the test

* protect import

* protecting imports

* protect imports in type checking

* add testing decorators

* protect top level import structure

* fix typo

* fix check init

* move requires_backend to functions

* Imports

* Protect types

---------
Co-authored-by: Pedro Cuenca <pedro@huggingface.co>
Co-authored-by: ArthurZucker <arthur.zucker@gmail.com>
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>
Co-authored-by: Lysandre <lysandre@huggingface.co>

* final fix for FA2 dtype

* try

* oops

* Update src/transformers/models/falcon/modeling_falcon.py
Co-authored-by: Arthur <48595927+ArthurZucker@users.noreply.github.com>

* apply fix everywhere

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

docs: translate fast_tokenizers into Chinese

Refactor code in documentation

* Add default template warnings

* make fixup

* Move warnings to FutureWarning

* Move warnings to FutureWarning

* fix make fixup

* Remove futurewarning

* fix

* last attempt

* current work

* fix forward compatibility

* save all special tokens

* current state

* revert additional changes

* updates

* remove tokenizer.model

* add a test and the fix

* nit

* revert one more break

* fix typefield issue

* quality

* more tests

* fix fields for FC

* more nits?

* new additional changes

* how

* some updates

* simplify all

* more nits

* revert some things to original

* nice

* nits

* a small hack

* more nits

* ahhaha

* fixup

* update

* make test run on ci

* use subtesting

* update

* Update .circleci/create_circleci_config.py

* updates

* fixup

* nits

* replace typo

* fix the test

* nits

* update

* None max dif pls

* a partial fix

* had to revert one thing

* test the fast

* updates

* fixup

* and more nits

* more fixes

* update

* Oupsy 👁



* nits

* fix marian

* on our way to heaven

* Update src/transformers/models/t5/tokenization_t5.py
Co-authored-by: Lysandre Debut <hi@lysand.re>

* fixup

* Update src/transformers/tokenization_utils_fast.py
Co-authored-by: Leo Tronchon <leo.tronchon@gmail.com>

* Update src/transformers/tokenization_utils_base.py
Co-authored-by: Leo Tronchon <leo.tronchon@gmail.com>

* fix phobert

* skip some things, test more

* nits

* fixup

* fix deberta

* update

* update

* more updates

* skip one test

* more updates

* fix camembert

* can't test this one

* more good fixes

* kind of a major update

- seperate what is only done in fast in fast init and refactor
- add_token(AddedToken(..., speicla = True)) ignores it in fast
- better loading

* fixup

* more fixups

* fix pegasus and mpnet

* remove skipped tests

* fix phoneme tokenizer if self.verbose

* fix individual models

* update common tests

* update testing files

* all over again

* nits

* skip test for markup lm

* fixups

* fix order of addition in fast by sorting the added tokens decoder

* proper defaults for deberta

* correct default for fnet

* nits on add tokens, string initialized to special if special

* skip irrelevant herbert tests

* main fixes

* update test added_tokens_serialization

* the fix for bart like models and class instanciating

* update bart

* nit!

* update idefix test

* fix whisper!

* some fixup

* fixups

* revert some of the wrong chanegs

* fixup

* fixup

* skip marian

* skip the correct tests

* skip for tf and flax as well

---------
Co-authored-by: Lysandre Debut <hi@lysand.re>
Co-authored-by: Leo Tronchon <leo.tronchon@gmail.com>

Don't drop decoder_input_ids without also dropping decoder_attention_mask

* Knowledge distillation for vision guide

* Update knowledge_distillation_for_image_classification.md

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Iterated on Rafael's comments

* Added to toctree

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Addressed comments

* Update knowledge_distillation_for_image_classification.md

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update knowledge_distillation_for_image_classification.md

* Update knowledge_distillation_for_image_classification.md

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: Maria Khalusova <kafooster@gmail.com>

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: Maria Khalusova <kafooster@gmail.com>

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: Maria Khalusova <kafooster@gmail.com>

* Update docs/source/en/tasks/knowledge_distillation_for_image_classification.md
Co-authored-by: Maria Khalusova <kafooster@gmail.com>

* Address comments

* Update knowledge_distillation_for_image_classification.md

* Explain KL Div

---------
Co-authored-by: Rafael Padilla <31217453+rafaelpadilla@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Maria Khalusova <kafooster@gmail.com>

Bump urllib3 in /examples/research_projects/decision_transformer

Bumps [urllib3](https://github.com/urllib3/urllib3) from 1.26.17 to 1.26.18.
- [Release notes](https://github.com/urllib3/urllib3/releases)
- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)
- [Commits](https://github.com/urllib3/urllib3/compare/1.26.17...1.26.18

)

---
updated-dependencies:
- dependency-name: urllib3
  dependency-type: direct:production
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Bump urllib3 in /examples/research_projects/visual_bert

Bumps [urllib3](https://github.com/urllib3/urllib3) from 1.26.17 to 1.26.18.
- [Release notes](https://github.com/urllib3/urllib3/releases)
- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)
- [Commits](https://github.com/urllib3/urllib3/compare/1.26.17...1.26.18

)

---
updated-dependencies:
- dependency-name: urllib3
  dependency-type: direct:production
...
Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

improve docstrings

Add tf-nightly-rocm to _is_tf_available check

* Add translation to fitst 3 file of internal folder

* Update Toctree.md and add files

* Update docs/source/ja/internal/generation_utils
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* Rename generation_utils file

* rename pipelines_utils.md

* Change file names

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

Fix a typo in mistral.md

* Deleted LukeConfig and ran check_docstrings.py

* Filled docstring information

---------
Co-authored-by: louie <louisparizeau@Chicken.local>

* add warning when no speaker embeddings in speecht5._generate_speech

* modify warning to error

* adapt generation test

fix fa2 + dropout issue

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

* Update logits_process.py docstrings + match arg fields to __init__'s

* Ran `make style`