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News/Spark-LLM-Eval: A Distributed Framework for Statistically Rigorous Large Language Model Evaluation
arxiv
PublishedApril 1, 2026 at 4:00 AM

Spark-LLM-Eval: A Distributed Framework for Statistically Rigorous Large Language Model Evaluation

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arXiv:2603.28769v1 Announce Type: cross Abstract: Evaluating large language models at scale remains a practical bottleneck for many organizations. While existing evaluation frameworks work well for thousands of examples, they struggle when datasets grow to hundreds of thousands or millions of sample

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