Gradient analysis and ablations show DPO and PPO have different target directions and component roles in preference optimization for LLMs.
Insights into alignment: Evaluating dpo and its variants across multiple tasks
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What Is Preference Optimization Doing, and Why?
Gradient analysis and ablations show DPO and PPO have different target directions and component roles in preference optimization for LLMs.