LLM Visualizer – Build a Transformer from Scratch

Build a Large Language Model (From Scratch)" by Sebastian Raschka — If a transformer visualizer makes you want to actually code one, this book walks you through building an LLM step by step, from tokenization and attention to pretraining and finetuning. It's the natural hands-on companion to poking at diagrams of how the layers fit together.