Introducion: BERT Variants
Explore notable BERT variants including ALBERT, RoBERTa, ELECTRA, and SpanBERT, focusing on their unique architectures and applications. Understand knowledge distillation and its role in creating efficient BERT models like DistilBERT and TinyBERT. This lesson helps you grasp the differences and enhancements that make these variants suitable for various NLP challenges and resource constraints.
We'll cover the following...
In this section, we will explore several interesting variants of BERT. We'll learn about popular variants of BERT, such as ALBERT, RoBERTa, ELECTRA, and SpanBERT. We will also explore BERT variants based on knowledge distillation, such as DistilBERT and TinyBERT.
The following chapters are included in this section:
Different BERT Variants
BERT Variants—Based on Knowledge Distillation
Different BERT variants
We will start with ...