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The dataset is derived by distilling DeepSeek-R1 using the data pipeline of Berkeley NovaSky’s Sky-T1 with some modifications. More info in the dataset card at [Bespoke-Stratos-17k](https://huggingface.co/datasets/Bespoke-Stratos-17k).
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It outperforms Qwen-2.5-32B-Instruct on reasoning benchmarks:
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| Metric | Bespoke-Stratos-32B | Sky-T1-32B |
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| AIME2024 |
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| MATH500 |
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| GPQA-Diamond |
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## Intended uses & limitations
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Apache 2.0 License
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The dataset is derived by distilling DeepSeek-R1 using the data pipeline of Berkeley NovaSky’s Sky-T1 with some modifications. More info in the dataset card at [Bespoke-Stratos-17k](https://huggingface.co/datasets/Bespoke-Stratos-17k).
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It outperforms Qwen-2.5-32B-Instruct on reasoning benchmarks:
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| Metric | Bespoke-Stratos-32B | Sky-T1-32B | o1-preview | DeepSeek-R1 | DeepSeek-R1-Distill-Qwen-32B (Ours)|DeepSeek-R1-Distill-Qwen-32B (Reported)|
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| AIME2024 | 63.3 | 43.3 | 40.0 | 79.8 | 66.7 | 72.6 |
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| MATH500 | 93.0 | 82.4 | 81.4 | 97.3 | 89.8 | 94.3 |
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| GPQA-Diamond | 58.1 | 56.8 | 75.2 | 71.5 | 61.1 | 62.1 |
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| LCB v2 Easy | 96.7 | 86.3 | 92.9 | - | 91.2 | - |
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| LCB v2 Medium | 75.2 | 56.8 | 54.9 | - | 75.7 | - |
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| LCB v2 Hard | 26.2 | 17.9 | 16.3 | - | 38.2 | - |
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| LCB v2 All | 71.1 | 57.9 | 59.1 | - | 72.2 | - |
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## Intended uses & limitations
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Apache 2.0 License
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