GitLab

* Add unpack_inputs to remaining models

* remove stray use of inputs in the templates; fix tf.debugging of attn masks

Add support for exporting GPT-J to ONNX-TRT
Co-authored-by: Tomer Stav <stavt@amazon.com>

* Type hints and TF decorator added

* Type hints and TF decorator added

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

* Do not initialize torch process group twice

* Apply suggestions from code review

* Raise diff tolerance value
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* add unpack_inputs decorator to Main Layer

* add unpack_inputs decorator to Model

* add unpack_inputs decorator to LMHead Model

* add unpack_inputs decorator to Double Head Model

* add unpack_inputs decorator to Sequence Classification Model

* run fixup recipe

* make unpack_inputs the first decorator

* Avoid accessing .dataset of a dataloader

* style

* fix

* cleaning up, reverting some misunderstandings

* black

* add train_dataset argument to get_train_dataloader, and fix other instances of length checks

* flake8

* address comments

* fix bug

* cleanup

* add test

* Update tests/trainer/test_trainer.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* under torch

* merge

* stylistic suggestion
Co-authored-by: Sander Land <sander@chatdesk.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* ported TFViTMAEIntermediate and TFViTMAEOutput.

* added TFViTMAEModel and TFViTMAEDecoder.

* feat: added a noise argument in the implementation for reproducibility.

* feat: vit mae models with an additional noise argument for reproducibility.
Co-authored-by: ariG23498 <aritra.born2fly@gmail.com>
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* properly handle kwargs in encoder_decoder architectures

* make fixup

* Add type hints for UniSpeech

* Added type hints for UniSpeechSat

* Added type hints for Wave2Vec2 (PT)

* Added type hints for models dependent of wave2vec

* add code samples
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* Fix for test_mixed_precision

* Fix test_saved_model_creation by using shape_list instead of shape

* skit test_model_from_pretrained on GPU for now to avoid GPU OOM

* skip test_gptj_sample_max_time for now
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>

* fix - set output_attentions to True

* Update tests/test_modeling_flax_common.py

* update for has_attentions

* overwrite check_outputs in FlaxBigBirdModelTest
Co-authored-by: ydshieh <ydshieh@users.noreply.github.com>
Co-authored-by: Suraj Patil <surajp815@gmail.com>

* Remove duplicate mLuke

* 🖍 apply feedback

* Prevent overwriting matched with mismatched metrics

* Fix style

* docstring still WIP | adding to documentation_tests

* clean version | passes tests

* adding to documentation_test

* adding forward for training pass

* make fixup applied

* address comments

* fix doctest

* apply make fixup

* remove additional blank

* fix file to have correct split for prepare_for_doc_test

* Update src/transformers/models/trocr/modeling_trocr.py
Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>

* address comments

* changing text | adding loss check | make fixup

* make fixup

* Update src/transformers/models/trocr/modeling_trocr.py
Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>

* Update src/transformers/models/trocr/modeling_trocr.py
Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>

* Update src/transformers/models/trocr/modeling_trocr.py
Co-authored-by: Yih-Dar <2521628+ydshieh@users.noreply.github.com>

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

* 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