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SensiMix: Sensitivity-Aware 8-bit index & 1-bit value mixed precision quantization for BERT compression

Fig 1

SensiMix shows the best trade-off between accuracy, model size, and inference time among the competitors.

We report the average accuracy of four GLUE tasks (QQP, QNLI, SST-2, and MRPC).

Fig 1

doi: https://doi.org/10.1371/journal.pone.0265621.g001