Capability
Reference Model Based Preference Normalization
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Find the best match →Capability
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Find the best match →vs others: More stable than RLHF because reference model normalization prevents reward hacking and distribution shift; simpler than KL-regularized PPO because the reference model is implicit in the loss rather than requiring explicit KL penalty tuning
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