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Reasoning on MMLU (all subjects, test)

61.5AccuracyMPO
53.38855.49457.659.706Jan 7, 2026

Evaluation results

MethodLinks
MPOSolver Model=LLaMA-3 8B-Instruct2026.0161.5
UntunedSolver Model=LLaMA-3 8B-Instruct2026.0157.21
TextGradSolver Model=LLaMA-3 8B-Instruct2026.0156.4
MPOSolver Model=Mistral-7B-Instruct2026.0155.5
UntunedSolver Model=Mistral-7B-Instruct2026.0153.79
TextGradSolver Model=Mistral-7B-Instruct2026.0153.7