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@@ -155,12 +155,14 @@ This zero-communication approach enables training on fragmented compute resource
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  # Citation
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  ```bibtex
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- @misc{paris2025,
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  title={Paris: A Decentralized Trained Open-Weight Diffusion Model},
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  author={Jiang, Zhiying and Seraj, Raihan and Villagra, Marcos and Roy, Bidhan},
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  year={2025},
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- publisher={Bagel Labs},
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- url={https://huggingface.co/bageldotcom/paris}
 
 
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  }
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  ```
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  # Citation
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  ```bibtex
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+ @misc{jiang2025paris,
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  title={Paris: A Decentralized Trained Open-Weight Diffusion Model},
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  author={Jiang, Zhiying and Seraj, Raihan and Villagra, Marcos and Roy, Bidhan},
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  year={2025},
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+ eprint={2510.03434},
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+ archivePrefix={arXiv},
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+ primaryClass={cs.GR},
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+ url={https://arxiv.org/abs/2510.03434}
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  }
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  ```
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