What Is Direct Preference Optimization (DPO)? A Simpler Alternative to RLHF
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Summary
Direct Preference Optimization trains a policy from pairs of preferred and rejected responses using a classification-style objective anchored to a reference model. This guide explains the mechanism, trade-offs, evaluation, and controls that matter in practice.
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