p1 filters to a small set of user prompts with high variance across candidate system prompts, enabling more effective prompt optimization and better generalization than using full datasets on reasoning benchmarks.
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$p1$: Better Prompt Optimization with Fewer Prompts
p1 filters to a small set of user prompts with high variance across candidate system prompts, enabling more effective prompt optimization and better generalization than using full datasets on reasoning benchmarks.