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I trained the model for more epochs so I improved the results. This commit will update the results of the model and add a gif using it with **transformers/pipelines**

* Update model performance for correct German conll03 dataset

* Adjust text

* Adjust line spacing

Co-Authored-By: Ilias Chalkidis <ihalk@di.uoa.gr>

cc @yvespeirsman
Co-Authored-By: Yves Peirsman <yvespeirsman@users.noreply.github.com>

* Created model card for nlptown/bert-base-multilingual-sentiment

* Delete model card

* Created model card for bert-base-multilingual-uncased-sentiment as README

Added a "Pre-training details" section

* add model_card

* Add tag

cc @fmikaelian
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* feat: create model card

* chore: add description

* feat: stats plot

* Delete prosa-jahre.svg

* feat: years plot (again)

* chore: add more details

* fix: typos

* feat: kfold plot

* feat: kfold plot

* Rename model_cards/severinsimmler/literary-german-bert.md to model_cards/severinsimmler/literary-german-bert/README.md

* Support for linked images + add tags

cc @severinsimmler
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* Preserve spaces in GPT-2 tokenizers

Preserves spaces after special tokens in GPT-2 and inhereted (RoBERTa)
tokenizers, enabling correct BPE encoding. Automatically inserts a space
in front of first token in encode function when adding special tokens.

* Add tokenization preprocessing method

* Add framework argument to pipeline factory

Also fixes pipeline test issue. Each test input now treated as a
distinct sequence.

* activations.py contains a mapping from string to activation function
* resolves some `gelu` vs `gelu_new` ambiguity

cc @tholor @loretoparisi @simonefrancia

PyTorch < 1.3 requires multiplication operands to be of the same type.
This was violated when using default attention mask (i.e.,
attention_mask=None in arguments) given BERT in the decoder mode.

In particular, this was breaking Model2Model and made tutorial
from the quickstart failing.

* [model_cards] New German Europeana BERT models from dbmdz

* [model_cards] Update German Europeana BERT models from dbmdz

Fix circleci cuInit error on Tensorflow >= 2.1.0.

This will enable filtering on language (amongst other tags) on the website

cc @loretoparisi, @stefan-it, @HenrykBorzymowski, @marma

* Create README.md

* Update README.md

* Update README.md

* Update README.md

* [model_cards] Use code fences for consistency
Co-authored-by: Julien Chaumond <chaumond@gmail.com>

* Add readme for deepset/roberta-base-squad2

* update model readme