DPO vs PPO vs RLHF: When Should You Use Each for LLMs?

Automated excerpt

In 2020, researchers trained a reward model from human preferences over summaries and then optimized a language model against that reward using PPO. Become better according to the reward model. Suppose your reward model has a subtle bug.

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