A complete Large Language Model (LLM) is implemented in pure Rust without external ML frameworks, showcasing the construction of a transformer-based model from scratch. The project includes features such as pre-training on factual texts, instruction tuning for conversational AI, and an interactive chat mode, all while emphasizing modularity and clean design. It serves as a learning tool for understanding LLMs and their underlying mechanics.