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Preference Alignment on UltraFeedback (RM and GPT-4o-mini Evaluators)

71.25Win Rate (RM Evaluator)Vanilla Baseline
47.527653.686359.84566.0037May 8, 2026

Evaluation results

MethodLinks
Vanilla BaselinePreference Dimensions=2-dim2026.0571.2569.7572.45
p-soup & Direct Fine-tuningPreference Dimensions=2-dim2026.0565.545.3757.31
Direct PromptingPreference Dimensions=2-dim2026.0548.4450.3850.47