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* Allow multiple outputs

* Formatting

* Move the unwrapping before metrics

* Fix typo

* Add test for non-supported config options

From **Language-Agnostic BERT Sentence Embedding**

https://ai.googleblog.com/2020/08/language-agnostic-bert-sentence.html

Model card for PEGASUS finetuned for paraphrasing task

* changed eval table model order

* Update install

* update mc

Without quotes directories with spaces in them will fail to be processed
correctly.

* create branch for issue #6968

* First attempt to fix incorrect tf trainer loss calculation

* Fix training loss in metric

* fix tf trainer evaluation loss

* apply count_instances_in_batch() for eval and test datasets

* prototype of using a new argument in trainer_tf.py to fix loss issue

* some renaming and fix, in particular for evaluation methods

* fix bugs to have a running version

* change to @staticmethod

* apply style

* Fix reproducible tests in Trainer

* Deal with multiple GPUs

* Add Tuna Mirror for Downloads from China

* format fix

* Use preset instead of hardcoding URL

* Fix

* make style

* update the mirror option doc

* update the mirror

Demoing LXMERT with raw images by incorporating the FRCNN model for roi-pooled extraction and bounding-box predction on the GQA answer set. (#6986)

* adding demo

* Update examples/lxmert/requirements.txt
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* Update examples/lxmert/checkpoint.sh
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* added user input for .py demo

* updated model loading, data extrtaction, checkpoints, and lots of other automation

* adding normalizing for bounding boxes

* Update requirements.txt

* some optimizations for extracting data

* added data extracting file

* added data extraction file

* minor fixes to reqs and readme

* Style

* remove options
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>
Co-authored-by: Lysandre <lysandre.debut@reseau.eseo.fr>

For some reason https://github.com/huggingface/transformers/pull/5512 re-added temp dir creation code that was removed by
https://github.com/huggingface/transformers/pull/6494 defeating the purpose of that PR for those tests.

* fix deprecation warnings

* remove tests/test_tokenization_common.py's test_padding_to_max_length

* revert test_padding_to_max_length

* Temporarily skip failing tests due to dependency change

* Remove trace

* added bangla-bert-base

* Apply suggestions from code review
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* Add tests and fix various bugs in ModelOutput

* Update tests/test_model_output.py
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>

* More readable dict

* More nlp -> datasets

* Revert "More nlp -> datasets"

This reverts commit 3cd1883d226c63c4a686fc1fed35f2cd586ebe45.

* Automate the lists in auto-xxx docs

* More readable dict

* Revert "More nlp -> datasets"

This reverts commit 3cd1883d226c63c4a686fc1fed35f2cd586ebe45.

* Automate the lists in auto-xxx docs

* nlp -> datasets

* Fix new key

* these tests require non-multigpu env

* cleanup

* clarify

* nlp -> datasets

* More nlp -> datasets

* Woopsie

* More nlp -> datasets

* One last