SPRINT learns to select which attention heads to prune per question, improving Pass@N over random head selection and multinomial sampling on MATH500 and GSM8K.
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Structured Pruning for Diverse Best-of-N Reasoning Optimization
SPRINT learns to select which attention heads to prune per question, improving Pass@N over random head selection and multinomial sampling on MATH500 and GSM8K.