ResearchBenchmarksSelf-attention inverse temperature scaling analysis on Proof-Pile-2 (PP2)Follow7.2Tie PercentageQwen7B6.7846.89277.108May 12, 2026Evaluation ResultsMethodMethodLinksTie PercentageXi*Beta (Section 3)Xi_hat_LambdaXi_hat_AlphaXi_hat_DeltaQwen7Bneval/iter=32768neval/iter=327682026.057.221.741.682.42Qwen7Bneval/iter=16384neval/iter=163842026.056.82.52.331.42.73