A 30B model trained via reverse-perplexity SFT, two-stage RL, and test-time scaling achieves gold-medal-level results on IMO 2025 and IPhO 2024/2025.
Consequently, the smallest real constantcwith the property thatf(n)≤cnfor every bonza functionfand everyn∈Nis 4
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Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling
A 30B model trained via reverse-perplexity SFT, two-stage RL, and test-time scaling achieves gold-medal-level results on IMO 2025 and IPhO 2024/2025.