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Which LLM to pick? Online Active Model Selection for Large Language Models

Turrin, Alessandro et al.
arXiv (All) · Papers
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computation-and-languagemachine-learning
Large Language Models (LLMs) are increasingly applied to process streaming data, with practitioners relying on benchmarks to select the best model even though these signals only approximate real performance. While oracle annotations can provide reliable feedback, they are often costly and difficult
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