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M. Rashid

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Open access Aug 2026

Investigating the Impact of Supervision Format on Reasoning Performance in Large Language Models

Treating supervision format as a first-class hyperparameter for multi-task reasoning SFT in large language models—at least in this benchmark-and-model setting—rather than a mere rendering detail is supported.

Nhat Thanh Vu, M. Rashid, Fariza Sabrina · Electronics · 0 citations