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* add clip

* fix clip PyTorch

* fix clip PyTorch

* up

* up

* up

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* up

* up

* up

* BartEnocder add set_input_embeddings

To unify the interface, add set_input_embeddings to BartEncoder.

* BartEnocder add get_input_embeddings

* Fix some writing issues in the docs

* Run code quality check

* Add seq2seq example for QnA on SQuAD Dataset.

* Changes from review - Fixing styling mistakes.

* Added how to example in README, simplified the access to dataset's preprocess function.

* Added tests for the seq2seq QA example.

* Change dataset column name to fix tests.

* Fix test command mistake.

* Add missing argument 'ignore_pad_token_for_loss' from DataTrainingArguments.

* Add missing argument 'num_beams' from DataTrainingArguments.

* Fix processing of output predicted token ids so that tokenizer decode gets appropriate input. Updated assertion conditions on the tests.

* Fix some typos in the docs

* Fix a styling issue

* Fix code quality check error

* Update TP parallel GEMM image

* Delete parallelism-tp-parallel_gemm.png

* Update parallelism-tp-parallel_gemm.png

* Rename var

* Add comments

* replace assertions in src/transformers/models/luke/convert_luke_original_pytorch_checkpoint_to_pytorch.py

* replace assertions in src/transformers/models/marian/convert_marian_to_pytorch.py

* Update src/transformers/models/luke/convert_luke_original_pytorch_checkpoint_to_pytorch.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/marian/convert_marian_to_pytorch.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/marian/convert_marian_to_pytorch.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/marian/convert_marian_to_pytorch.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/marian/convert_marian_to_pytorch.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/marian/convert_marian_to_pytorch.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/marian/convert_marian_to_pytorch.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/marian/convert_marian_to_pytorch.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update src/transformers/models/marian/convert_marian_to_pytorch.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: skpig <1900012999@pku.edu.cn>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Replace assertions with valueError Exeptions

* Reformatted

* Create README_ko.md

* Update README.md

* Update README_zh-hans.md

* Update README_zh-hant.md

* Update README_ko.md

* Update check_copies.py

* Update README_ko.md

* typo

* match with readme_ko

* Replace assert statements with exceptions (#13871)

* Change f-strings when not needed (flake8)

* Replace assert statements with exceptions (#13871)

* Change f-strings when not needed (flake8)

* Improve error message as suggested by reviewer

* Fix identation bug

* Fix style errors

last line: "# limitations under the License." is missing

* Fix

* Style

* Name

* Fix tests

* Style

* Remove embed sizes checking

* Disable some tests

* Fix

* Apply suggestion

* Update SEW integration test tolerance

* Add audio classification notebooks

* Replace assertions with ValueError exceptions

* Format error messages as suggested

* Change asserts in src/transformers/models/xlnet/ to raise ValueError

* Update src/transformers/models/xlnet/modeling_tf_xlnet.py
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* add `ContextManagers` for lists of contexts

* fix import sorting

* add `ContextManagers` tests

* replace assertion with ValueError

* fix code style
Co-authored-by: skpig <1900012999@pku.edu.cn>

Co-authored-by: jonas <jonas@hpcnt.com>

* replace assert with exception in src/transformers/utils/model_parallel_utils.py

* fix some code style

* fix typo
Co-authored-by: skpig <1900012999@pku.edu.cn>

* up

* Update notebooks/README.md