Understanding Attention Mechanisms in Large Language Models
What Is Attention? At its simplest, attention allows a model to focus on different parts of the input when producing each element of the output. Unlike earlier sequence models that compressed all input information into a fixed-size vector, attention mechanisms let the model selectively draw information from the entire input sequence. The key insight: not all parts of the input are equally relevant for generating each part of the output. ...