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Reinforcement Learning with Human Feedback - Understanding LLM Fine-tuning with PPO and DPO

Reinforcement Learning with Human Feedback - Understanding LLM Fine-tuning with PPO and DPO

Open Data Science via YouTube Direct link

- Large Language ModelsTransformers

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- Large Language ModelsTransformers

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Reinforcement Learning with Human Feedback - Understanding LLM Fine-tuning with PPO and DPO

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  1. 1 - Introduction
  2. 2 - Large Language ModelsTransformers
  3. 3 - How to fine-tune them with RLHF
  4. 4 - Quick intro to reinforcement learning
  5. 5 - PPO reinforcement learning technique to fine-tune LLMs
  6. 6 - DPOnon-reinforcement learning technique to fine-tune LLMs

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