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  # Model Summary
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- > s1 is a reasoning model finetuned from Qwen2.5-32B-Instruct on just 1,000 examples. It matches o1-preview & exhibits test-time scaling via budget forcing.
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  - **Repository:** [simplescaling/s1](https://github.com/simplescaling/s1)
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  - **Paper:** https://arxiv.org/abs/2501.19393
 
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  # Model Summary
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+ > s1.1 is our sucessor of [s1](https://huggingface.co/simplescaling/s1-32B) with better reasoning performance by leveraging reasoning traces from r1 instead of Gemini.
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  - **Repository:** [simplescaling/s1](https://github.com/simplescaling/s1)
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  - **Paper:** https://arxiv.org/abs/2501.19393