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Hugging Face Daily Papers·· 3 天前精选AI 评分50

WISD:用弱化模型对比实现大推理模型在线自蒸馏

Weaken to Strengthen: Weakening-Induced On-Policy Self-Distillation for Large Reasoning Models

AI 导读

论文提出 Weakening-Induced On-Policy Self-Distillation(WISD),通过低比特量化或幅度剪枝构造原模型的弱化版本,用两者对比作为训练信号,无需特权数据。

推荐理由

论文提出用弱化版模型做自蒸馏,在数学与代码推理基准上给出可对照的量化与剪枝增益数据。

来源:Hugging Face Daily Papers · huggingface.co