* Fix model documentation links in attention.md

* Fix external link syntax

* Fix target anchor names of section links

* Fix copyright statement comments

* Fix documentation headings

* support batched input for decoder start ids

* Fix typos

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

* minor changes

* fix: decoder_start_id as list

* empty commit

* empty commit

* empty commit

* empty commit

* empty commit

* empty commit

* empty commit

* empty commit

* empty commit

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

Remove dead code

Co-authored-by: fxmarty <9808326+fxmarty@users.noreply.github.com>
Co-authored-by: Younes Belkada <49240599+younesbelkada@users.noreply.github.com>
Co-authored-by: Joao Gante <joaofranciscocardosogante@gmail.com>

Fix utf-8 yaml in marian conversion

Fix placement of tilde character

add npu device for pipeline

Co-authored-by: unit_test <test@unit.com>

* fix

* fix

* fix

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

* change warning to exception

* Update src/transformers/generation/utils.py

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

* validate `max_new_tokens` > 0 in `GenerationConfig`

* fix truncation test parameterization in `TextGenerationPipelineTests`

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

Fix our schedule import so it works for older versions of Keras

Fixed the documentation for logging_first_step by removing evaluate.

* Add missing entries to the language selector

* Add links to the Colab and AWS Studio notebooks for ONNX

* Use anchor links in CONTRIBUTING.md

* Fix broken hyperlinks due to spaces

* Fix links to OpenAI research articles

* Remove confusing footnote symbols from author names, as they are also considered invalid markup

* check

* check

* check

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

Fix backticks in code blocks and documentation links

* unpin torch

* check

* check

* check

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

Revert "[WIP] Hard error when ignoring tensors. (#27484)"

This reverts commit 2da28c4b.

* fix

* fix

---------

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

* Raise error when using `save_only_model` with `load_best_model_at_end` for DeepSpeed/FSDP

* Update trainer.py

Update project names and repository links in awesome-transformers

Bump cryptography from 41.0.2 to 42.0.0 in /examples/research_projects/decision_transformer (#28879)

Bump cryptography in /examples/research_projects/decision_transformer

Bumps [cryptography](https://github.com/pyca/cryptography) from 41.0.2 to 42.0.0.
- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)
- [Commits](https://github.com/pyca/cryptography/compare/41.0.2...42.0.0

)

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

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

* This is a test commit

* testing commit

* final commit with some changes

* Removed copy statement

* Fixed formatting issues

* Fixed error added past_key_values in the forward method

* Fixed a trailing whitespace. Damn the formatting rules are strict

* Added the copy statement

Resolve https://github.com/huggingface/transformers/issues/26961

* add clearml tracker

* support multiple train runs

* remove bad code

* add UI entries for config/hparams overrides

* handle models in different tasks

* run ruff format

* tidy code based on code review

---------

Co-authored-by: Eugen Ajechiloae <eugenajechiloae@gmail.com>

* Draft pipeline

* Fixup

* Fix docstrings

* Update doctest

* Update pipeline_model_mapping

* Update docstring

* Update tests

* Update src/transformers/pipelines/image_feature_extraction.py

Co-authored-by: Omar Sanseviero <osanseviero@gmail.com>

* Fix docstrings - review comments

* Remove pipeline mapping for composite vision models

* Add to pipeline tests

* Remove for flava (multimodal)

* safe pil import

* Add requirements for pipeline run

* Account for super slow efficientnet

* Review comments

* Fix tests

* Swap order of kwargs

* Use build_pipeline_init_args

* Add back FE pipeline for Vilt

* Include image_processor_kwargs in docstring

* Mark test as flaky

* Update TODO

* Update tests/pipelines/test_pipelines_image_feature_extraction.py

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

* Add license header

---------

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

* Correct wav2vec2-bert inputs_to_logits_ratio

* correct ratio

* correct ratio, clean asr pipeline

* refactor on one line

update guidelines

* [WIP] Hard error when ignoring tensors.

* Better selection/error when saving a checkpoint.

- Find all names we should normally drop (those are in the transformers
  config)
- Find all disjoint tensors (for those we can safely trigger a copy to
  get rid of the sharing before saving)
- Clone those disjoint tensors getting rid of the issue
- Find all identical names (those should be declared in the config
  but we try to find them all anyway.)
- For all identical names:
  - If they are in the config, just ignore them everything is fine
  - If they are not, warn about them.
- For all remainder tensors which are shared yet neither identical NOR
  disjoint. raise a hard error.

* Adding a failing test on `main` that passes here.

* We don't need to keep the subfolder logic in this test.

* Apply suggestions from code review

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

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

* Add clean_code_for_run function

* Call clean_code_for_run from agent method

Fix bad doc: replace save with logging

Reuse trainer.create_scheduler to create scheduler for deepspeed

Bump dash in /examples/research_projects/decision_transformer

Bumps [dash](https://github.com/plotly/dash) from 2.3.0 to 2.15.0.
- [Release notes](https://github.com/plotly/dash/releases)
- [Changelog](https://github.com/plotly/dash/blob/dev/CHANGELOG.md)
- [Commits](https://github.com/plotly/dash/compare/v2.3.0...v2.15.0

)

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

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

Mark test as flaky

support FSDP+PEFT

use -v in pytest

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