language-models-from-the-ground-up

This agent skill teaches language model fundamentals through interactive procedures: next-word prediction, tokenization, embeddings, transformer architecture, and training, with each method linked to sections in the "Language Models from the Ground Up" rolling-edition book. It includes runnable examples that demonstrate concepts like attention mechanisms, open model internals, and instruction tuning, all executable on CPU without external dependencies.