This is Part 2 of the “Hands-on Transformer Deep Dive” series. We’ll walk step-by-step through modern Transformers’ algorithms and components, and build our own LLM from scratch. If you missed Part 1, check it out here.

In this article, we dive deep into multi-head attention mechanism, a foundational building block of modern Transformers. We’ll...