Add model cards for DeepPavlov models (#3138)

* add empty model cards for every current DeepPavlov model

* fix: replace cyrillic `с` with `c`

* docs: add model cards for current DeepPavlov BERT models

* docs: add links for arXiv preprints
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Julien Chaumond authored and GitHub committed 2020-03-05 09:34:43 -05:00
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---
language:
- russian
---
# rubert-base-cased
RuBERT \(Russian, cased, 12-layer, 768-hidden, 12-heads, 180M parameters\) was trained on the Russian part of Wikipedia
and news data. We used this training data to build a vocabulary of Russian subtokens and took a multilingual version
of BERT-base as an initialization for RuBERT\[1\].
\[1\]: Kuratov, Y., Arkhipov, M. \(2019\). Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language.
arXiv preprint [arXiv:1905.07213](https://arxiv.org/abs/1905.07213).