Empirical sweep disentangles importance criterion, restructuring level, and compression budget in CoT distillation, revealing granularity governs criterion utility, domain-dependent restructuring effects, and that training compression overestimates inference savings.
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When Compression Helps and When It Hurts: Condition-Aware Analysis of Chain-of-Thought Distillation
Empirical sweep disentangles importance criterion, restructuring level, and compression budget in CoT distillation, revealing granularity governs criterion utility, domain-dependent restructuring effects, and that training compression overestimates inference savings.