A Gentle Introduction to Multi-Head Attention and Grouped-Query Attention - MachineLearningMastery.com
Language models need to understand relationships between words in a sequence, regardless of their distance. This post explores how attention mechanisms enable this capability and their various impl...
Source: MachineLearningMastery.com
Language models need to understand relationships between words in a sequence, regardless of their distance. This post explores how attention mechanisms enable this capability and their various implementations in modern language models. Let’s get started. Overview This post is divided into three parts; they are: Why Attention is Needed The Attention Operation Multi-Head Attention (MHA) […]