Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute

1 April 2025

Papers citing "Do We Truly Need So Many Samples? Multi-LLM Repeated Sampling Efficiently Scales Test-Time Compute"

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Title
The Avengers: A Simple Recipe for Uniting Smaller Language Models to Challenge Proprietary Giants Yiqun Zhang Hao Li Chenxu Wang L. Chen Qiaosheng Zhang ... Xinrun Wang Jia Xu Lei Bai Wanli Ouyang Shuyue Hu 5 0 0 26 May 2025
Rethinking Optimal Verification Granularity for Compute-Efficient Test-Time Scaling Hao Mark Chen Guanxi Lu Yasuyuki Okoshi Zhiwen Mo Masato Motomura Hongxiang Fan LRM 43 0 0 16 May 2025