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This pipeline shows how to superimpose different text prompts from [Stable Diffusion-XL 1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) based the paper [The Superposition of Diffusion Models Using the It么 Density Estimator](https://www.arxiv.org/abs/2412.17762). The authors would like to thank Viktor Ohanesian for developing the SD-XL pipeline.
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<p align="center">
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<img src="https://huggingface.co/superdiff/superdiff-sdxl-v1-0/resolve/main/sdxl_higlights.jpg" alt="drawing" style="width:
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</p>
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## Requirements
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This pipeline shows how to superimpose different text prompts from [Stable Diffusion-XL 1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0) based the paper [The Superposition of Diffusion Models Using the It么 Density Estimator](https://www.arxiv.org/abs/2412.17762). The authors would like to thank Viktor Ohanesian for developing the SD-XL pipeline.
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<p align="center">
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<img src="https://huggingface.co/superdiff/superdiff-sdxl-v1-0/resolve/main/sdxl_higlights.jpg" alt="drawing" style="width:700px;">
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</p>
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## Requirements
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