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@@ -29,9 +29,12 @@ We provide a reference implementation of lyraDiff version of Flux.1-dev, as well
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  ## Citation
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  ``` bibtex
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  @Misc{lyraDiff_2025,
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- author = {Kangjian Wu, Zhengtao Wang, Yibo Lu, Haoxiong Su, Sa Xiao, Qiwen Mao, Mian Peng, Bin Wu, Wenjiang Zhou},
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- title = {lyraDiff: Accelerating Diffusion Models with best flexibility},
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  howpublished = {\url{https://github.com/TMElyralab/lyraDiff}},
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  year = {2025}
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  }
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- ```
 
 
 
 
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  ## Citation
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  ``` bibtex
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  @Misc{lyraDiff_2025,
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+ author = {Yibo Lu, Sa Xiao, Kangjian Wu, Bin Wu, Mian Peng, Haoxiong Su, Qiwen Mao, Wenjiang Zhou},
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+ title = {lyraDiff: An Out-of-the-box Acceleration Engine for Diffusion and DiT Models},
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  howpublished = {\url{https://github.com/TMElyralab/lyraDiff}},
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  year = {2025}
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  }
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+ ```
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+
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+ ## License
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+ `lyraDiff-Flux.1-dev` falls under the [`FLUX.1 [dev]` Non-Commercial License](https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md).