We wrapped up CS 8803 "Large Language Model" class at Georgia Tech for Fall 2024. Here is the reading list: • learning from human preferences (PPO, DPO, SimPO, CPO, RRHF, ORPO, CTO) • real-world LLM (Llama-3, Aya, Arena's) • efficient LLM (MoMa, LoRA, QLoRA, LESS)