Data Swarms uses particle swarm optimization over data-generator LLM weights to produce synthetic evaluation data that scores higher on five quantitative evaluation objectives than eight baselines.
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Data Swarms: Optimizable Generation of Synthetic Evaluation Data
Data Swarms uses particle swarm optimization over data-generator LLM weights to produce synthetic evaluation data that scores higher on five quantitative evaluation objectives than eight baselines.