 MuRIL - Unofficial  Multilingual Representations for Indian Languages : Google open sourced this BERT model pre-trained on 17 Indian languages, and their transliterated counterparts.  The model was trained using a self-supervised masked language modeling task. We do whole word masking with a maximum of 80 predictions. The model was trained for 1000K steps, with a batch size of 4096, and a max sequence length of 512.  Original model on TFHub: https://tfhub.dev/google/MuRIL/1  *Official release now on HuggingFace (March 2021)* https://huggingface.co/google/muril-base-cased  License: Apache 2.0  