Why Attention Is All You Need — A Dimensional and Mathematical Intuition Guide

1. Introduction In 2017, Vaswani et al. dropped a paper titled “Attention Is All You Need,” and it quietly rewired the entire field of deep learning. Within a few years, its architecture — the Transformer — became the foundation for nearly every mode...