InfiJanice: Joint Analysis and In-situ Correction Engine for Quantization-Induced Math Degradation in Large Language Models
Published in Under Review, 2025
This manuscript develops joint analysis and in-situ correction methods for quantization-induced degradation in mathematical reasoning.
Recommended citation: Zhen Li*, Yupeng Su*, Songmiao Wang, Runming Yang, Congkai Xie, Aofan Liu, Ming Li, Jiannong Cao, Yuan Xie, Ngai Wong, Hongxia Yang. InfiJanice: Joint Analysis and In-situ Correction Engine for Quantization-Induced Math Degradation in Large Language Models. Under review, 2025.
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