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* Add the translation from English to Spanish of the pipeline_tutorial.mdx file

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* Update docs/source_es/pipeline_tutorial.mdx

Fix typo
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>
Co-authored-by: fernando <fernando@gethitch.ai>
Co-authored-by: Omar U. Espejel <espejelomar@gmail.com>

* First draft

* More improvements

* Add fusion blocks

* Make conversion script work for dpt_large

* Make conversion script work

* Improve implementation

* Improve conversion script

* Add DPTForSemanticSegmentation

* Make conversion work for semantic segmentation

* Add tests

* Remove print statements

* First draft

* Redesign neck

* Improve tests

* Improve implementation some more

* Make neck output list of tensors

* Improve neck and feature extractor

* Fix integration tests

* Make more tests pass

* Make all tests pass

* Add missing config archive map

* Add in_index attribute to make heads accept list of tensors

* Apply suggestions from code review

* Apply suggestions from code review
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Apply some more suggestions

* Add copied from statements

* Remove assert

* Apply suggestions from code review

* Apply suggestions from code review

* Remove DPTInterpolate in favor of nn.Upsample

* Add comments

* Apply suggestions from code review

* Apply suggestions from code review

* Add proposed design

* Update design

* Add DPTReassembleLayer

* Add DPTFeatureFusionStage

* Apply more suggestions from code review

* Apply suggestions from code review

* Apply suggestions from code review

* Fix rebase

* Update in_index and out_indices

* Fix conversion script

* Fix code quality

* Add model to toctree and use DepthEstimatorOutput

* Fix rebase

* Fix code examples

* Improve code

* Fix copied from statements

* Apply suggestions from code review

* Remove compute_loss method

* Apply suggestions from code review

* Fix documentation tests file

* Remove test.py file

* Improve doc example
Co-authored-by: Niels Rogge <nielsrogge@Nielss-MacBook-Pro.local>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Niels Rogge <nielsrogge@nielss-mbp.home>

* [FlaxSpeechEncoderDecoderModel] Ensure Input and Output Word Embeddings Are **Not** Tied

* rebase

Co-authored-by: Jaesun Park <jaesun.park1@navercorp.com>

* Config update

* Use doc-builder styler

* Cleanup

* Adapt import

* We need it there too!

Fix typo in comment: proprocessed -> preprocessed

* [Flax] Improve Robustness of Back-Prop Tests

* check equality of logits/outputs

* make fixup

* update Dockerfile and utils_qa

* Update README.md

* Update marian.mdx

* Update marian.mdx

* Update docs/source/model_doc/marian.mdx
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* Update marian.mdx
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* fix confusing PIL instructions

As stated in the documentation
[here](https://pillow.readthedocs.io/en/stable/handbook/image-file-formats.html?highlight=pdf#write-only-formats

),
PIL can only write PDF's, not read them. Remove references to reading
PDF's via PIL from this page to avoid confusion.

* mention PDF in doc examples using PIL
Co-authored-by: NielsRogge <48327001+NielsRogge@users.noreply.github.com>

* Be explicit: PDFs must be converted to images

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

* ✨ create concept guide section

* 🖍 make fixup

* 🖍

 apply feedback
Co-authored-by: Steven <stevhliu@gmail.com>

* Initial commit

* Add TFGPTJModel

* Fix a forward pass

* Add TFGPTJCausalLM

* Add TFGPTJForSequenceClassification

* Add TFGPTJForQuestionAnswering

* Fix docs

* Deal with TF dynamic shapes

* Add Loss parents to models

* Adjust split and merge heads to handle 4 and 5-dim tensors

* Update outputs for @tooslow tests

* Add ONNX support for Blenderbot

* Add BlenderbotSmall ONNX configuration

* Update serialization table

* Sharded checkpoint support

* Handle distant sharded checkpoints

* Add tests

* TODO is done

* Apply suggestions from code review
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* Fix docstring

* Add example and format

* Address review comments

* More review comments

* End of merge

* Revert unintentional change

* VsCode what did you do?

* Style

* Changes

* Address final comments

* Quality

* Moar tests

* Move import beneath is_pt_available
Co-authored-by: Stas Bekman <stas00@users.noreply.github.com>

* Big file_utils cleanup

* This one still needs to be treated separately

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

* Added type hints for PyTorch T5 model

* removed a type hint

* ran make style

* added type hints for ibert pytorch

* added type hints for lxmert pytorch

* removed kwargs type hint and fixed arguments order

* variable naming for Distilbert model

* adding unpack inputs at top

* make style/quality
Co-authored-by: matt <rocketknight1@gmail.com>

* Fix doc links in README

* Fix name

* Fix links in READMEs and doc index

* Error if there is something wrong so the CI knows

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

* update PT/Flax equivalence tests on PT side

* overwrite check_outputs in BigBirdModelTest
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* Add missing type hints for ConvBERT flavored models.

* Update src/transformers/models/convbert/modeling_convbert.py
Co-authored-by: Matt <Rocketknight1@users.noreply.github.com>

* Type hints and TF decorator added

* Re-add XLA generation method

* Re-add lines that were deleted by conflicting updates

* Re-add lines that were deleted by conflicting updates

* Re-add lines that were deleted by conflicting updates
Co-authored-by: matt <rocketknight1@gmail.com>

* fix

* update the expected value in test_fast_integration
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* Update readme with how to train offline and fix BPE command

* Update examples/research_projects/codeparrot/README.md
Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* Update examples/research_projects/codeparrot/README.md
Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* Update examples/research_projects/codeparrot/README.md
Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* Update examples/research_projects/codeparrot/README.md
Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>
Co-authored-by: Leandro von Werra <lvwerra@users.noreply.github.com>

* update doc examples for TFRoberta

* fix style

* fix style

* use TF ckpt

* apply suggestion

* add the code file to test here

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

* [Doctests] Make roberta-like meaningfull

* correct

* final correct

* Trigger test

* make style

* apply suggestion from sylvain