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ResearchFormerly WizWand

Reasoning (pass@1) on ARC-C

81.23Pass@1Teacher
13.078830.771948.46566.1581May 25, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TeacherModel=Gemma3-4B2026.0581.23
Reverse KLDistillation Family=KL Divergence Family2026.0527.58
Bridge-Garden (Skew RKL)Distillation Family=Distance & Skewed Family2026.0526.92
Skew FKLDistillation Family=Distance & Skewed Family2026.0526.14
Bridge-Garden (Skew FKL)Distillation Family=Distance & Skewed Family2026.0526.07
α-β divergenceDistillation Family=Unified Divergence Family2026.0526.07
Bridge-Garden (Reverse KL)Distillation Family=KL Divergence Family2026.0526.03
Skew RKLDistillation Family=Distance & Skewed Family2026.0525.93
Bridge-Garden (α-β divergence)Distillation Family=Unified Divergence Family2026.0525.9
Total VariationDistillation Family=Distance & Skewed Family2026.0525.83
Bridge-Garden (Forward KL)Distillation Family=KL Divergence Family2026.0525.69
Bridge-Garden (Total Variation)Distillation Family=Distance & Skewed Family2026.0525.39
Forward KLDistillation Family=KL Divergence Family2026.0525
Hard KDTeacher Model=Gemma3-4B, Student Model=Gemma3-1B2026.0518.09
Student (No Distill)Model=Gemma3-1B2026.0515.7