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@@ -11,7 +11,7 @@ library_name: transformers
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  <img alt="Homepage" src="https://img.shields.io/badge/Stable--DiffCoder-Homepage-a468fe?color=a468fe&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
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  </a>
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- <a href="https://arxiv.org/abs/xxx" target="_blank" style="margin: 2px;">
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  <img alt="Technical Report" src="https://img.shields.io/badge/arXiv-Technical%20Report-brightgreen?logo=arxiv&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
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  </a>
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@@ -135,9 +135,13 @@ This project is licensed under the MIT License. See the [LICENSE file](https://g
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  If you find our work helpful, feel free to give us a cite.
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  ```
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- @misc{seed2026stablediffcoder,
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- title={{Stable-DiffCoder}: Pushing the Frontier of Code Diffusion Large Language Model},
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- author={{ByteDance Seed} and Chenghao Fan and Wen Heng and Bo Li and Sichen Liu and Yuxuan Song and Jing Su and Xiaoye Qu and Kai Shen and Wei Wei},
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- year={2026}
 
 
 
 
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  }
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  ```
 
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  <img alt="Homepage" src="https://img.shields.io/badge/Stable--DiffCoder-Homepage-a468fe?color=a468fe&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
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  </a>
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+ <a href="https://arxiv.org/abs/2601.15892" target="_blank" style="margin: 2px;">
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  <img alt="Technical Report" src="https://img.shields.io/badge/arXiv-Technical%20Report-brightgreen?logo=arxiv&logoColor=white" style="display: inline-block; vertical-align: middle;"/>
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  </a>
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  If you find our work helpful, feel free to give us a cite.
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  ```
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+ @misc{fan2026stablediffcoderpushingfrontiercode,
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+ title={Stable-DiffCoder: Pushing the Frontier of Code Diffusion Large Language Model},
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+ author={Chenghao Fan and Wen Heng and Bo Li and Sichen Liu and Yuxuan Song and Jing Su and Xiaoye Qu and Kai Shen and Wei Wei},
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+ year={2026},
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+ eprint={2601.15892},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.CL},
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+ url={https://arxiv.org/abs/2601.15892},
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  }
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  ```