Transformers Explained for Software Engineers (opens in new tab)

We use models built on transformers every day, yet the architecture itself usually stays a black box. It doesn't have to, and following it doesn't take heavy math. A visual, ground-up walkthrough: how words become numbers, how attention lets them shape each other, and how it all turns into a next-word prediction.