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Summary: BERT Variants—Based on Knowledge Distillation

Explore knowledge distillation as a model compression method in BERT variants. Understand how large BERT models teach smaller models like DistilBERT and TinyBERT through layer-wise knowledge transfer to maintain performance with reduced size.

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Key highlights

Summarized below are the main highlights of what we've learned in this chapter.

  • We started off by learning ...