I-BERT: Integer-only BERT Quantization

Benchmark Model Rank Results
linguistic-acceptability-on-cola-glue-devI-BERT RoBERTa-Large#4Matthews Correlation: 69.0
natural-language-inference-on-rte-glue-devI-BERT RoBERTa-Large#5Accuracy: 87.0
natural-language-understanding-on-glue-devI-BERT RoBERTa-Large#5GLUE (dev): 89.5
semantic-textual-similarity-on-sts-b-glue-devI-BERT RoBERTa-Large#5Pearson/Spearman Correlation: 92.2
natural-language-inference-on-qnli-glue-devI-BERT RoBERTa-Large#8Accuracy: 94.5