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Since `generate()` does:
```
        num_beams = num_beams if num_beams is not None else self.config.num_beams
```
This test fails if `model.config.num_beams > 1` (which is the case in the model I'm porting).

This fix makes the test setup unambiguous by passing an explicit `num_beams=1` to `generate()`.

Thanks.

* Fix output_attention -> output_attentions

* Formatting

* One unsaved file

* add Text2TextGenerationPipeline

* remove max length warning

* remove comments

* remove input_length

* fix typo

* add tests

* use TFAutoModelForSeq2SeqLM

* doc

* typo

* add the doc below TextGenerationPipeline

* doc nit

* style

* delete comment

* [doc] typos

fixed typos

* Update README.md

outptus -> outputs in example of BertForPreTraining

* Create README.md

Model card for huBERT.

* Update README.md

lowercase h

* Update model_cards/SZTAKI-HLT/hubert-base-cc/README.md
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

Fix range of possible score, add inference .

Co-authored-by: zolekode <pascal.zoleko@fau.de>

Add language meta attribute

Add language meta attribute

* Create README.md

model card for  akhooli/xlm-r-large-arabic-sent

* Update model_cards/akhooli/xlm-r-large-arabic-sent/README.md
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* finish xlm-roberta

* finish docs

* expose XLMRobertaForCausalLM

* Create README.md

* Update README.md

* Add cache_dir to save features TextDataset

This is in case the dataset is in a RO filesystem, for which is the case
in tests (GKE TPU tests).

* style

* fix generate for GPT2 Double Head

* fix gpt2 double head model

* fix  bart / t5

* also add for no beam search

* fix no beam search

* fix encoder decoder

* simplify t5

* simplify t5

* fix t5 tests

* fix BART

* fix transfo-xl

* fix conflict

* integrating sylvains and sams comments

* fix tf past_decoder_key_values

* fix enc dec test

Signed-off-by: Morgan Funtowicz <funtowiczmo@gmail.com>

* Add logging doc

* Foamtting

* Update docs/source/main_classes/logging.rst

* Update src/transformers/utils/logging.py
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

we had it added for one job, please add it to all pytest jobs - we need the output of what tests were run to debug the codecov issue. thank you!

* Update ONNX notebook to include section on quantization.
Signed-off-by: Morgan Funtowicz <morgan@huggingface.co>

* Addressing ONNX team comments

* Split the run_hp_search by backend

* Unused import

* Introduce HPO checkpointing for PBT

* Moved checkpoint saving

* Fixed checkpoint subdir pass

* Fixed style

* Enable/disable checkpointing, check conditions for various tune schedulers incl. PBT

* Adjust number of GPUs to number of jobs

* Avoid mode pickling in ray

* Move hp search to integrations