* Optimize inference only mode memory if ipex is used

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>

* fix code style

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>

fix typo

Signed-off-by: xiaoyang zhu <zhuxiaoyang1996@gmail.com>

Signed-off-by: xiaoyang zhu <zhuxiaoyang1996@gmail.com>

Update doc for CLIPConfig

fix header level

* docs: add wandb metrics and model checkpointing to callback docstrings

* docs: update reference to wandb documentation

* fix: change default of `"WANDB_WATCH"` from ``"gradients"` to ``"false"`

* feature: add `on_save` method and update `"WANDB_LOG_MODEL` behaviour

* fix: use default wandb run names instead of `output_dir`

- removes duplicated run names from wandb workspace
- models can be logged with corresponding run names

* fix: edit deprecation warning based on review suggestions

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

* fix: change indentation of docstrings

* fix: change indentation of docstrings and run fixup

* fix: empty commit for circleci permissions issue

* fix: format deprecation doc strings review suggestion

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

* docs: Highlight WANDB_DISABLED arg in documentaion

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

* fix: run fixup after updating docstrings

Co-authored-by: Bharat Ramanathan <ramanathan.parameshwaran@gohuddl.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Steven Liu <59462357+stevhliu@users.noreply.github.com>

* [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
...

Signed-off-by: dependabot[bot] <support@github.com>

Signed-off-by: dependabot[bot] <support@github.com>
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
...

Signed-off-by: dependabot[bot] <support@github.com>

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

* 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