Maxime Labonne - Everything you need to know about Finetuning and Merging LLMs
Video Available!
Fine-tuning LLMs is a fundamental technique for companies to customize models for their specific needs. In this talk, we will cover when fine-tuning is appropriate, popular libraries for efficient fine-tuning, and key techniques. We will explore both supervised fine-tuning (LoRA, QLoRA) and preference alignment (PPO, DPO, KTO) methods.
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