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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 trained on MNLI.

If you use the model, please consider citing the paper

      title={Generalization in NLI: Ways (Not) To Go Beyond Simple Heuristics}, 
      author={Prajjwal Bhargava and Aleksandr Drozd and Anna Rogers},

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

MNLI: 75.86%
MNLI-mm: 77.03%

These models are trained for 4 epochs.


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