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  <!-- Provide a longer summary of what this model is. -->
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  This is a 32B reasoning model preference optimized on top of Sky-T1-32B-Preview to significantly reduce generation lengths while maintaining accuracy. The performance is on par with o1-preview model in both math and coding, while reducing generation lengths by up to 57% relative to Sky-T1-32B-Preview.
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- Please see our [blog post](https://novasky-ai.github.io/posts/reduce overthinking/) for more details.
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  - **Developed by:** NovaSky Team from Sky Computing Lab at UC Berkeley.
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  <!-- Provide a longer summary of what this model is. -->
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  This is a 32B reasoning model preference optimized on top of Sky-T1-32B-Preview to significantly reduce generation lengths while maintaining accuracy. The performance is on par with o1-preview model in both math and coding, while reducing generation lengths by up to 57% relative to Sky-T1-32B-Preview.
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+ Please see our [blog post](https://novasky-ai.github.io/posts/reduce-overthinking/) for more details.
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  - **Developed by:** NovaSky Team from Sky Computing Lab at UC Berkeley.
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