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
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