What Makes Low-Bit Quantization-Aware Training Work for Reasoning LLMs? A Systematic Study

Keyu Lv, Manyi Zhang, Xiaobo Xia +6

Reasoning models excel at complex tasks such as coding and mathematics, yet their inference is often slow and token-inefficient. To improve the inference efficiency, post-training…