GitLab

* mc for new cross lingual sentence model

* fat text

* url spelling fix

* more url spelling fixes

* slight thanks change

* small improvements in text

* multilingual word xchange

* change colab link

* xval fold number

* add model links

* line break in model names

* Update README.md

* Update README.md

* new examples link

* new examples link

* add evaluation dataset name

* add more about multi lingual

* typo fix

* typo

* typos

* hyperparameter typos

* hyperparameter typo

* add metadata

* add metadata

* Update README.md

* typo fix

* Small improvement

#8030

Close #8030

* Create README.md

* Update README.md

* Create README.md

* Update model_cards/ynie/roberta-large-snli_mnli_fever_anli_R1_R2_R3-nli/README.md
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* Add Meta information for dataset identifier.
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* Create README.md

* Update model_cards/sachaarbonel/bert-italian-cased-finetuned-pos/README.md

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

Co-authored-by: Jan Christian Blaise Cruz <jcblaise@Blaises-MacBook-Pro.local>

* model card German Sentence Embeddings V2

- for German RoBERTa for Sentence Embeddings V2
- marked old as outdated

* small correction

* small improvement in description

* small spelling fix

* spelling fix

* add evaluation results

* spearman explanation

* add number of trials

* add zero shot pipeline tags

* rm default and fix yaml format

* rm DS_Store

* add bart large default

* don't add more typos
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* add multiple multilingual examples

* improve multilingual examples for single-label
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

cc @Narsil @patrickvonplaten

Hat/tip @pjox

* Create README.md

model card for cambridgeltl/BioRedditBERT-uncased.

* Update model_cards/cambridgeltl/BioRedditBERT-uncased/README.md
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* Create README.md

* Update model_cards/lanwuwei/GigaBERT-v3-Arabic-and-English/README.md

* Update model_cards/lanwuwei/GigaBERT-v3-Arabic-and-English/README.md
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

see https://github.com/huggingface/transformers/commit/16d3cc187ded95946231956460e9004a236474e2 and https://github.com/huggingface/transformers/pull/7836

* add new model prophetnet

prophetnet modified

modify codes as suggested v1

add prophetnet test files

* still bugs, because of changed output formats of encoder and decoder

* move prophetnet into the latest version

* clean integration tests

* clean tokenizers

* add xlm config to init

* correct typo in init

* further refactoring

* continue refactor

* save parallel

* add decoder_attention_mask

* fix use_cache vs. past_key_values

* fix common tests

* change decoder output logits

* fix xlm tests

* make common tests pass

* change model architecture

* add tokenizer tests

* finalize model structure

* no weight mapping

* correct n-gram stream attention mask as discussed with qweizhen

* remove unused import

* fix index.rst

* fix tests

* delete unnecessary code

* add fast integration test

* rename weights

* final weight remapping

* save intermediate

* Descriptions for Prophetnet Config File

* finish all models

* finish new model outputs

* delete unnecessary files

* refactor encoder layer

* add dummy docs

* code quality

* fix tests

* add model pages to doctree

* further refactor

* more refactor, more tests

* finish code refactor and tests

* remove unnecessary files

* further clean up

* add docstring template

* finish tokenizer doc

* finish prophetnet

* fix copies

* fix typos

* fix tf tests

* fix fp16

* fix tf test 2nd try

* fix code quality

* add test for each model

* merge new tests to branch

* Update model_cards/microsoft/prophetnet-large-uncased-cnndm/README.md
Co-authored-by: Sam Shleifer <sshleifer@gmail.com>

* Update model_cards/microsoft/prophetnet-large-uncased-cnndm/README.md
Co-authored-by: Sam Shleifer <sshleifer@gmail.com>

* Update src/transformers/modeling_prophetnet.py
Co-authored-by: Sam Shleifer <sshleifer@gmail.com>

* Update utils/check_repo.py
Co-authored-by: Sam Shleifer <sshleifer@gmail.com>

* apply sams and sylvains comments

* make style

* remove unnecessary code

* Update README.md
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

* Update README.md
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>

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

* implement lysandres comments

* correct docs

* fix isort

* fix tokenizers

* fix copies
Co-authored-by: weizhen <weizhen@mail.ustc.edu.cn>
Co-authored-by: Patrick von Platen <patrick.v.platen@gmail.com>
Co-authored-by: Sam Shleifer <sshleifer@gmail.com>
Co-authored-by: Sylvain Gugger <35901082+sgugger@users.noreply.github.com>
Co-authored-by: Lysandre Debut <lysandre@huggingface.co>

* Julibert model card

* Fix text

* HerBERT transformer model for Polish language understanding.

* HerbertTokenizerFast generated with HerbertConverter

* Herbert base and large model cards

* Herbert model cards with tags

* Herbert tensorflow models

* Herbert model tests based on Bert test suit

* src/transformers/tokenization_herbert.py edited online with Bitbucket

* src/transformers/tokenization_herbert.py edited online with Bitbucket

* docs/source/model_doc/herbert.rst edited online with Bitbucket

* Herbert tokenizer tests and bug fixes

* src/transformers/configuration_herbert.py edited online with Bitbucket

* Copyrights and tests for TFHerbertModel

* model_cards/allegro/herbert-base-cased/README.md edited online with Bitbucket

* model_cards/allegro/herbert-large-cased/README.md edited online with Bitbucket

* Bug fixes after testing

* Reformat modified_only_fixup

* Proper order of configuration

* Herbert proper documentation formatting

* Formatting with make modified_only_fixup

* Dummies fixed

* Adding missing models to documentation

* Removing HerBERT model as it is a simple extension of BERT

* Update model_cards/allegro/herbert-base-cased/README.md
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* Update model_cards/allegro/herbert-large-cased/README.md
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* HerbertTokenizer deprecated configuration removed
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* model card for bert-base-NER

* add meta data up top
Co-authored-by: Julien Chaumond <chaumond@gmail.com>
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

cc @Narsil @mfuntowicz @joeddav

see d99ed7ad