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README.md

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 title: README
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-Edit this `README.md` markdown file to author your organization card.
+Welcome to the MaPO organization! We're the authors of MaPO: **Margin-aware Preference Optimization for Aligning Diffusion Models without Reference**. We have hosted ours datasets, models,
+and other artifacts under this organization. You will be able to find them below. Additionally, here are the links
+to the paper, code, and the project website:
+
+* [arXiv] (TODO)
+* [Codebase](https://github.com/mapo-t2i/mapo)
+* [Project Website](https://mapo-t2i.github.io/)
+* [Artifact Collection](https://huggingface.co/collections/mapo-t2i/mapo-66656808665dbeaa08e7b44f)