* [Fix] Make the attention head size in distilbert an object attribute

* Fix code style

Co-authored-by: Felix Joehnk <fjoehnk@N73GCH2NDH.corp.proofpoint.com>

* small patches, forgot a line

* refactor PT

* the actual fix

remove flax file from `documentation_tests.txt`

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

* start cleanup

* more updates

* more models are affected

* more updates

* update generation utils

* style

* revert change that removed reorder cachce

* update generation utils

* style

* style

* remove reorder cache

Typo fix: Corrected the word metada --> metadata

* 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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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

Co-authored-by: Sayak Paul <spsayakpaul@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* 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

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

* 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

Co-authored-by: shunxing1234 <xw747777271@gmail.com>
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: shunxing1234 <33774367+shunxing1234@users.noreply.github.com>
Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>