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@@ -173,4 +173,16 @@ The rating evaluation follows [CodeELO](https://github.com/QwenLM/CodeElo) metho
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  We are releasing the benchmark under the Creative Commons Attribution 4.0 International (CC-BY-4.0) license.
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  ## Citation
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- Please cite [Step-3.5-Flash](https://github.com/stepfun-ai/Step-3.5-Flash).
 
 
 
 
 
 
 
 
 
 
 
 
 
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  We are releasing the benchmark under the Creative Commons Attribution 4.0 International (CC-BY-4.0) license.
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  ## Citation
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+ If you find this project useful in your research, please cite our technical report:
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+
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+ ```
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+ @misc{huang2026step35flashopen,
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+ title={Step 3.5 Flash: Open Frontier-Level Intelligence with 11B Active Parameters},
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+ author={stepteam},
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+ year={2026},
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+ eprint={2602.10604},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CL},
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+ url={https://arxiv.org/abs/2602.10604},
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+ }
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+ ```