Deep Learning Foundations by Soheil Feizi : Large Language Models, Part II

0:00 Fine-tuning LLMs 4:58 Low Rank Adaptation (LORA) 21:26 Quantization 41:06 QLORA 46:43 Prefix Tuning 52:22 Retrieval Augmented Generation (RAG) 1:06:26 In-context Learning 1:18:45 Chain-of-Thought Prompting