This project provides a comprehensive, practice-oriented tutorial for building large language models from the ground up. Based on the rasbt/LLMs-from-scratch repository, it walks through the complete architecture of modern LLMs including GLM4, Llama3, and RWKV6. The content covers fundamental theory to actual coding implementation, with Jupyter Notebooks as the primary learning format.