Understanding the Role of Query, Key, and Value Matrices in Transformer Models

In the world of transformers, the Query (Q), Key (K), and Value (V) matrices are the foundation of how attention mechanisms work. But what do these terms actually mean? Let’s break it down with an intuitive explanation and a practical analogy. What ...