Distilling BERT through several intermediate hidden layers (Patient-KD) improves a shallow student's accuracy on GLUE and RACE compared with last-layer-only distillation.
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Patient Knowledge Distillation for BERT Model Compression
Distilling BERT through several intermediate hidden layers (Patient-KD) improves a shallow student's accuracy on GLUE and RACE compared with last-layer-only distillation.