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Mathematical Reasoning on Numina (val)

42.41Pass@8Muonp
4.200414.120224.0433.9598Jun 11, 2026

Evaluation results

MethodLinks
MuonpBase Model=Llama3-1B, Pre-training=AdamW2026.0642.41
AdamWBase Model=Llama3-1B, Pre-training=AdamW2026.0640.75
MuonBase Model=Llama3-1B, Pre-training=AdamW2026.0639.67
MuonpBase Model=Llama3-1B, Pre-training=Muon2026.0610.45
AdamWBase Model=Llama3-1B, Pre-training=Muon2026.069.14
MuonBase Model=Llama3-1B, Pre-training=Muon2026.065.67