GitLab

As discussed at https://github.com/huggingface/transformers/issues/6317 codecov currently sends an invalid report when it fails to find a code coverage report for the base it checks against, so this gets fixed by:

-  require_base: yes        # don't report if there is no base coverage report

let's add this for clarity, this supposedly is already the default.

-  require_head: yes        # don't report if there is no head coverage report 

and perhaps no point reporting on doc changes as they don't make any difference and it just generates noise:

-  require_changes: true    # only comment if there was change in coverage

* Update README.md

* Update model_cards/german-nlp-group/electra-base-german-uncased/README.md
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* fixed label datatype for sts-b

* naming update

* make style

* make style

* Added first model card

* Add metadata
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* [model_cards] roberta-urdu-small added.

* [model_cards] typo fixed.

* Tweak license format (yaml expects a simple string)

Co-authored-by: Ikram Ali <mrikram1989>
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* tests

* add mbart example

* add Pegasus and MBart in readme

* typo

* add MBart in Pretrained models

* add pre-proc doc

* add DPR in readme

* fix indent

* doc fix

* [doc] multiple corrections to "Summary of the tasks"

* fix indentation

* correction

* fix links, add links to examples/seq2seq/README.md instead of non-existing script

Co-authored-by: sgugger <sylvain.gugger@gmail.com>

* [doc] make the text more readable, fix some typos, add some disambiguation

* Update docs/source/glossary.rst
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* add custom datasets tutorial

* python -> bash code blocks

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

* minor review feedback changes

* add working native QA snippet
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* [testing] switch to a new TestCasePlus + get_auto_remove_tmp_dir() for auto-removal of tmp dirs

* respect after=True for tempfile, simplify code

* comments

* comment fix

* put `before` last in args, so can make debug even faster

`assertEquals` is deprecated: https://stackoverflow.com/questions/930995/assertequals-vs-assertequal-in-python/931011
This PR replaces these deprecated methods.

* [doc] Summary of the models fixes

* correction

* added model cards for indonesian gpt2-small, bert-base and roberta-base models

* removed bibtex entries

* Update BERT Japanese tokenizers

* Update CircleCI config to download unidic

* Specify to use the latest dictionary packages

- remove invalid `ENV_` prefix.
- add a few ':' while at it

* Add Model Card for electra-base-german-uncased

* Update README.md
Co-authored-by: Kevin Canwen Xu <canwenxu@126.com>

Co-authored-by: Fabio Souza <fabiosouza@neuralmind.ai>

Currently with the bug introduced we're taking two optimizer steps per
batch: one global one, where `xm.optimizer_step` injects a CRS between
all cores in training, and one without. This has been affecting training
accuracy (for example, XLNet GLUE on MNLI is not converging, etc.).