Transformers — Intuitively and Exhaustively Explained

Exploring the modern wave of machine learning: taking apart the transformer step by step

Image by author using MidJourney. All images by the author unless otherwise specified.

In this post you will learn about the transformer architecture, which is at the core of the architecture of nearly all cutting-edge large language models. We’ll start with a brief chronology of some relevant natural language…