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Large Language Models: DeBERTa — Decoding-Enhanced BERT with Disentangled Attention
Towards Data Science - Medium towardsdatascience.com
Large Language Models: DeBERTa — Decoding-Enhanced BERT with Disentangled Attention
Exploring the advanced version of the attention mechanism in Transformers
Introduction
In recent years, BERT has become the number one tool in many natural language processing tasks. Its outstanding ability to process, understand information and construct word embeddings with high accuracy reach state-of-the-art performance.
As a well-known fact, BERT is based on the attention mechanism derived from the Transformer architecture. Attention is the key component of most large language models …
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