* fix levit timm conversion file

* remove set_defaults

* Add support for turning off the model uploading in ClearML

* Add documentation for the CLEARML_LOG_MODEL environment variable

* Adjust new doc addition to the new style

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

Co-authored-by: Dudu Lasry <dudu.lasry@viz.ai>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

fix args passed to predict function

[NumPy] Remove references to deprecated NumPy type aliases.

This change replaces references to a number of deprecated NumPy type aliases (np.bool, np.int, np.float, np.complex, np.object, np.str) with their recommended replacement (bool, int, float, complex, object, str).

NumPy 1.24 drops the deprecated aliases, so we must remove uses before updating NumPy.

Co-authored-by: Peter Hawkins <phawkins@google.com>

Co-authored-by: Peter Hawkins <phawkins@google.com>

Added mask_time_prob and mask_time_length arguments to wav2vec2 pretraining script and readme - new branch

Fix integration test

Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>

* Make sure dynamic objects can be saved and reloaded

* Remove processor test

* fix callback docstrings

* format as markdown list

* apply feedback

Bump gitpython in /examples/research_projects/distillation

Bumps [gitpython](https://github.com/gitpython-developers/GitPython) from 3.0.2 to 3.1.30.
- [Release notes](https://github.com/gitpython-developers/GitPython/releases)
- [Changelog](https://github.com/gitpython-developers/GitPython/blob/main/CHANGES)
- [Commits](https://github.com/gitpython-developers/GitPython/compare/3.0.2...3.1.30

)

---
updated-dependencies:
- dependency-name: gitpython
  dependency-type: direct:production
...

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Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Bump gitpython in /examples/research_projects/decision_transformer

Bumps [gitpython](https://github.com/gitpython-developers/GitPython) from 3.1.18 to 3.1.30.
- [Release notes](https://github.com/gitpython-developers/GitPython/releases)
- [Changelog](https://github.com/gitpython-developers/GitPython/blob/main/CHANGES)
- [Commits](https://github.com/gitpython-developers/GitPython/compare/3.1.18...3.1.30

)

---
updated-dependencies:
- dependency-name: gitpython
  dependency-type: direct:production
...

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* Fix docker image build issue

* remove comment

* Add comment

* Update docker/transformers-pytorch-deepspeed-latest-gpu/Dockerfile

Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* add: task guide on video classification model fine-tuning.

* apply make style from hf-formatting.

* add: toc entry.

* chore: address PR comments.

Co-authored-by Maria Khalusova

* Reflect Maria's contributions.

Co-authored-by: Maria Khalusova <1065417+MKhalusova@users.noreply.github.com>

* chore: minor correction.

* Apply suggestions from code review

Co-authored-by: Nathan Raw <nxr9266@g.rit.edu>

* PyTorch Video -> PyTorchVideo.

* Apply suggestions from code review

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

* change licensing year.

* minor rewording.

* apply make style.

* address Sylvain's comments.

* replace links.

Co-authored-by: Maria Khalusova <1065417+MKhalusova@users.noreply.github.com>
Co-authored-by: Nathan Raw <nxr9266@g.rit.edu>
Co-authored-by: amyeroberts <22614925+amyeroberts@users.noreply.github.com>

add maria to pr template

make mt5 independent from t5

add maria to bug report

* Fix post_process_instance_segmentation
* Add test for label fusing

* Update parameters if creating with kwargs

* Shallow copy to prevent mutating input

* Pass all args in constructor dict - warnings in init

* Fix typo

fix: auxiliary_loss works

Co-authored-by: Jeongyeon Nam <jy.nam@navercorp.com>

* Added Object Detection task guide (new branch)

* Polished code examples after running make style

* Update docs/source/en/tasks/object_detection.mdx

Rephrasing suggestion from Sayak

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Update docs/source/en/tasks/object_detection.mdx

A rephrasing suggestion from Sayak

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Update docs/source/en/tasks/object_detection.mdx

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Update docs/source/en/tasks/object_detection.mdx

typo

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Update docs/source/en/tasks/object_detection.mdx

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Update docs/source/en/tasks/object_detection.mdx

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Update docs/source/en/tasks/object_detection.mdx

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>

* Update docs/source/en/tasks/object_detection.mdx

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* Update docs/source/en/tasks/object_detection.mdx

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update docs/source/en/tasks/object_detection.mdx

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update docs/source/en/tasks/object_detection.mdx

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update docs/source/en/tasks/object_detection.mdx

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update docs/source/en/tasks/object_detection.mdx

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update docs/source/en/tasks/object_detection.mdx

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update docs/source/en/tasks/object_detection.mdx

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update docs/source/en/tasks/object_detection.mdx

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Applied reviewers suggestions
>
>
Co-authored-by: sayakpaul <spsayakpaul@gmail.com>
Co-authored-by: sgugger <sylvain.gugger@gmail.com>

* polished code examples

* Added a visualization of the inference result. Slightly changed hyperparameters, and updated the results.

* polished code examples

* Update docs/source/en/tasks/object_detection.mdx

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Update docs/source/en/tasks/object_detection.mdx

Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Applying Steven's review suggestions

Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* minor punctuation fix

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* update template

* replace redme entries

* make style

* add altclip

* update

* fix wrong title

* fix the copyright in readme

* add altclip model

* add altclip

* fix test_gradient_checkpointing_enable_disable

* code

* add return class

* add projection_state

* "fix pretrained model bug"

* delete print and fix 2 test instances.

* delete token

* rm xlmr

* one model one file.

* empty commit to trigger CI

* Fix modeling_outputs.py

* Fix __init__

* Fix quality

* Fix modeling file docstring

* Fix README.md

* Fix test file

* add vision model

* empty commit to trigger CI

* fix

* fix

* fix

* fix

* fix

* fix

* fix

* fix

* fix

* del token in mdx file

* fix

* fix

* fix

* remove altrob from test list

* add vision test

* fix fx

* fix

* fix

* fix

* trigger CI

* fix copies

* fix tests

* fix style

* fix quality

* update

* recover import

* recover

* add ,

* recover

* fix copies

* trigger CI

* fix

* some of review

* update

* remove import

* last 2

* fix

* fix style

* fix style

* fix bug

* fix uncomment

* fix

* update

* fix

* second review

* empty commit to trigger CI

* empty commit to trigger CI

* fix position

* fix

* empty commit to trigger CI

* empty commit to trigger CI

* third comment

* Update docs/source/en/model_doc/altclip.mdx

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

* Update docs/source/en/model_doc/altclip.mdx

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* Update src/transformers/__init__.py

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

* Update src/transformers/models/altclip/configuration_altclip.py

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

* Update src/transformers/models/altclip/modeling_altclip.py

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

* Update src/transformers/models/altclip/processing_altclip.py

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

* Update src/transformers/models/altclip/modeling_altclip.py

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

* fix merge

* fix copies

* update

* update

* empty commit to trigger CI

* fix code example

* empty commit to trigger CI

* fix

* empty commit to trigger CI

* empty commit to trigger CI

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Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: shunxing1234 <33774367+shunxing1234@users.noreply.github.com>
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* Add StopIdStoppingCriteria

* add a working test for stop id criteria

* add to global scope

* add stop_ids to generate

* add pipeline test

* use tokenizer encode in test

* add test to generation utils

* reformat

* fixup

* make-fix-copies

* rename to stop_token_id

* use stop_tokens instead

* add to text to text generation

* make fixup

* make repo-consistency

* Add support for list of ints for eos_token_id inside generation/utils.py

* Instead of having if elses, cast the eos_token_id into a List[int]

* Add List[int] support for logits_process.py

* add List[int] for beam_search.py

* add List[int] for forced_eos_token_id

* revert stop token id stopping criteria changes

* make fixup

* fix tests

* add eos_token_id to generation/utils.py and added tests test_utils.py

* add eos_token_id type hints and fix for pad tokens

* add comments

* remove some prints and remove forced false test

* fix

* put back test_stop_sequence_stopping_criteria

* remove unused import and make fixup

* add a none check

* update docstring

* add more docstring for list ints

* make fixup

* Update trainer.py

* fix style

Co-authored-by: Radhwane Chebaane <rchebaane.external@epo.org>

* add post_process_object_detection method

* style changes

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

* Avoid null CI

* Avoid null CI

* rename

* more clear error message

* Update .circleci/config.yml

Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* clean up

Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Enable `decoder_attention_mask` in `generate` function

* Make style corrections

* Run `make repo-consistency`

* Add integration test

* fix: valid ratio has right value

* chore: remove unnecessary line

Co-authored-by: Jeongyeon Nam <jy.nam@navercorp.com>