Enhancing a model's long-context ability before supervised fine-tuning improves math reasoning accuracy, including on short-input benchmarks.
Deepmath-103k: A large-scale, challenging, decontaminated, and verifiable mathematical dataset for advancing reasoning, 2025
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Longer Context, Deeper Thinking: Uncovering the Role of Long-Context Ability in Reasoning
Enhancing a model's long-context ability before supervised fine-tuning improves math reasoning accuracy, including on short-input benchmarks.