Decoding GPT: Mathematical foundations of Interpretability and Alignment for Large Language Models

A course in the Applied Mathematics and Statistics department, taught in the Spring 2024, Spring 2025, and Spring 2026 semesters at the Colorado School of Mines.

Course Materials on Github: github.com/mines-opt-ml/decoding-gpt