README.md

The following model is a Pytorch pre-trained model obtained from converting Tensorflow checkpoint found in the official Google BERT repository. These BERT variants were introduced in the paper Well-Read Students Learn Better: On the Importance of Pre-training Compact Models. These models are supposed to be trained on a downstream task.

If you use the model, please consider citing the paper

@misc{bhargava2021generalization,
      title={Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics}, 
      author={Prajjwal Bhargava and Aleksandr Drozd and Anna Rogers},
      year={2021},
      eprint={2110.01518},
      archivePrefix={arXiv},
      primaryClass={cs.CL}
}

Original Implementation and more info can be found in this Github repository.

You can check out:

• prajjwal1/bert-tiny (L=2, H=128)
• prajjwal1/bert-mini (L=4, H=256)
• prajjwal1/bert-small (L=4, H=512)
• prajjwal1/bert-medium (L=8, H=512)

@prajjwal_1