Build Your Own GPT in Under an Hour

Meet llm-from-scratch: a workshop where you write every piece of a GPT yourself — tokenizer, self-attention, training loop, text generation. A 10M parameter model trains in under an hour on your laptop. No ML background needed, just Python. You finish truly understanding transformers because you wrote every piece, and it generates Shakespeare-like text.