Dual-Dimensional Consistency: Balancing Budget and Quality in Adaptive Inference-Time Scaling

Rongman Xu, Yifei Li, Tianzhe Zhao +3

Large Language Models (LLMs) have demonstrated remarkable abilities in reasoning. However, maximizing their potential through inference-time scaling faces challenges in trade-off b…