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Tailoring the Curriculum: Student-Centered Reasoning Distillation via Dynamic Data-Model Compatibility

arXiv cs.AI · 2026-05-29 Cached

Introduces the Data-Model Compatibility (DMC) metric to evaluate how well a reasoning dataset aligns with a student model during distillation. Experiments show DMC strongly correlates with distillation performance and that dynamically selecting datasets based on DMC further improves reasoning capabilities.

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