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s1.1-32B
simplescaling/s1.1-32B
s1.1-32B is a text generation model from simplescaling. Use it when you need the model to write or continue text. It is set up for transformers. The card lists the license as apache-2.0.
s1.1 is our sucessor of s1 with better reasoning performance by leveraging reasoning traces from r1 instead of Gemini.
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At a glance
- Task
- Text Generation
- Library
- transformers
- License
- apache-2.0
- Model type
- qwen2
- Access
- Public
- Created
- Feb 8, 2025
- Updated
- Feb 27, 2025
- SHA
- 7b641db5
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Datasets
Model card
From the Hugging Face model README
Model Summary
s1.1 is our sucessor of s1 with better reasoning performance by leveraging reasoning traces from r1 instead of Gemini.
- Logs: https://wandb.ai/hashimoto-group/o1/runs/m1ilia77/overview
- Repository: simplescaling/s1
- Paper: https://arxiv.org/abs/2501.19393
This model is a successor of s1-32B with slightly better performance. Thanks to Bespoke Labs (Ryan Marten) for helping generate r1 traces for s1K with Curator.
Use
The model usage is documented here.
Evaluation
| Metric | s1-32B | s1.1-32B | o1-preview | o1 | DeepSeek-R1 | DeepSeek-R1-Distill-Qwen-32B |
|---|---|---|---|---|---|---|
| # examples | 1K | 1K | ? | ? | >800K | 800K |
| AIME2024 | 56.7 | 56.7 | 40.0 | 74.4 | 79.8 | 72.6 |
| AIME2025 I | 26.7 | 60.0 | 37.5 | ? | 65.0 | 46.1 |
| MATH500 | 93.0 | 95.4 | 81.4 | 94.8 | 97.3 | 94.3 |
| GPQA-Diamond | 59.6 | 63.6 | 75.2 | 77.3 | 71.5 | 62.1 |
Note that s1-32B and s1.1-32B use budget forcing in this table; specifically ignoring end-of-thinking and appending "Wait" up to four times.
- Task
- Text Generation
- Library
- transformers
- Type
- qwen2
- License
- apache-2.0
- Featherless Ai
- live
- Created
- Feb 8, 2025
- Updated
- Feb 27, 2025