Quantization Meets Reasoning: Exploring and Mitigating Degradation of Low-Bit LLMs in Mathematical Reasoning
Published in arXiv, 2025
This work studies how low-bit quantization affects mathematical reasoning and explores mitigation strategies for efficient reasoning-capable LLMs.
Recommended citation: Zhen Li*, Yupeng Su*, Runming Yang, Congkai Xie, Zheng Wang, Zhongwei Xie, Ngai Wong, Hongxia Yang. Quantization Meets Reasoning: Exploring and Mitigating Degradation of Low-Bit LLMs in Mathematical Reasoning. arXiv, 2025.
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