Index

Fine-tuning and Alignment

Video RL fine-tuning: reward models, RLHF and DPO

Lab The LoRA rank

Papers Welcome to the Era of Experience, LoRA: Low-Rank Adaptation of Large Language Models, Direct Preference Optimization: Your Language Model is Secretly a Reward Model, Training language models to follow instructions with human feedback and Retrieval-Augmented Generation for Knowledge-Intensive NLP Tasks

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Fine-tuning and Alignment. FINE-TUNING & ALIGNMENT How LLMs Work · 07 — turning a raw next-token predictor into a helpful, harmless, honest ASSISTANT the base model (l.05) KNOWS a lot but won't behave — ask

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