Create README.md

README.md

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+---
+license: cc-by-4.0
+language: mr
+datasets:
+- L3Cube-MahaCorpus
+---
+
+## MahaBERT-Small
+MahaBERT-Small is a smaller version of the Marathi BERT model with 6 transformer layers. It is a base-BERT model trained from scratch on L3Cube-MahaCorpus and other publicly available Marathi monolingual datasets. 
+[dataset link] (https://github.com/l3cube-pune/MarathiNLP)
+
+More details on the dataset, models, and baseline results can be found in our [paper] (https://arxiv.org/abs/2202.01159)
+
+The best version of this model is available <a href='https://huggingface.co/l3cube-pune/marathi-bert-v2'> here </a>.
+
+```
+@InProceedings{joshi:2022:WILDRE6,
+  author    = {Joshi, Raviraj},
+  title     = {L3Cube-MahaCorpus and MahaBERT: Marathi Monolingual Corpus, Marathi BERT Language Models, and Resources},
+  booktitle      = {Proceedings of The WILDRE-6 Workshop within the 13th Language Resources and Evaluation Conference},
+  month          = {June},
+  year           = {2022},
+  address        = {Marseille, France},
+  publisher      = {European Language Resources Association},
+  pages     = {97--101}
+}
+```