Update README.md

README.md

@@ -0,0 +1,9 @@
+The following model is a Pytorch pre-trained model obtained from converting Tensorflow checkpoint found in the [official Google BERT repository](https://github.com/google-research/bert). These BERT variants were introduced in the paper [Well-Read Students Learn Better: On the Importance of Pre-training Compact Models](https://arxiv.org/abs/1908.08962). These models are trained on MNLI.
+
+```
+MNLI: 68.04%
+MNLI-mm: 69.17%
+```
+These models were trained for 4 epochs.
+
+[@prajjwal_1](https://twitter.com/prajjwal_1)