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Natural Language Inference on COPA

80AccuracyZO Fine-tuner
74.876.1577.578.85Oct 1, 2025

Evaluation results

MethodLinks
ZO Fine-tunerBase Model=LLaMA-3.2-1B, Optimization Regime=Zeroth-Order2025.1080
FO (Adam)Base Model=LLaMA-3.2-1B, Optimization Regime=First-Order2025.1076
MeZOBase Model=LLaMA-3.2-1B, Optimization Regime=Zeroth-Order2025.1075