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ResearchFormerly WizWand

Code Reasoning on CRUX (Score Metric)

25.75CRUX ScoreHiLS-Attn NoPE-Q-Cal
24.4524.787525.12525.4625Jul 3, 2026
Updated 3mo ago

Evaluation results

MethodLinks
HiLS-Attn NoPE-Q-CalTuning Protocol=Full param. CPT2026.0725.75
HiLS-Attn RoPE-Q-CalTuning Protocol=Full param. CPT2026.0725.62
HiLS-Attn HoPE-Q-CalTuning Protocol=Full param. CPT2026.0725.12
Olmo3 BaseTuning Protocol=Freezing param.2026.0724.62
LMK token tuningTuning Protocol=Freezing param.2026.0724.62
Olmo3 512swaTuning Protocol=Full param. CPT2026.0724.5