arXiv stat.ML
· Papers
Efficient Sequential Evaluation of Large Language Models
arXiv:2607.17409v1 Announce Type: new Abstract: We study the problem of sequentially evaluating a new large language model (LLM) on a fixed question set using historical performance data from prior LLMs. Our goal is to construct a confidence sequence (CS) for the model's capability on this question set and to design ac