Attention Is All You Need — Understanding the Mathematics of the Transformer

A visual cover introducing the mathematical foundations of the Transformer architecture from the paper Attention Is All You Need. The graphic highlights the core scaled dot-product attention equation alongside the key components of the architecture: self-attention, multi-head attention, and positional encoding. ...

March 16, 2026 · 7 min · Amey Thakur