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.
We'll cover the following...
We'll cover the following...
Key highlights
Summarized below are the main highlights of what we've learned in this chapter.
We started off by learning ...