In this tutorial, you'll learn how to run a large language model (LLM) directly on a user's device — no cloud, no server, no cost. We'll start from scratch, build a working chat interface, and progressively introduce more advanced features: tool calling, sampling, and RAG.

Each concept is explained before the code, so you can follow along whether...