Intrinsic data metrics predict reasoning dataset utility for model fine-tuning, with different predictors working best for smaller versus larger models.
In: 2025 IEEE International Conference on Data Mining Workshops (ICDMW) (2025)
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What properties of reasoning supervision are associated with improved downstream model quality?
Intrinsic data metrics predict reasoning dataset utility for model fine-tuning, with different predictors working best for smaller versus larger models.