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--- |
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license: apache-2.0 |
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base_model: |
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- stable-diffusion-v1-5/stable-diffusion-v1-5 |
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--- |
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# LoRA Weights for Dual-Flow |
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<div style='display:flex; gap: 0.25rem; align-items: center'> |
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<a href="https://arxiv.org/pdf/2502.02096"><img src="https://img.shields.io/badge/arXiv-Paper-red"></a> |
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<a href="https://github.com/Chyxx/Dual-Flow"><img src="https://img.shields.io/badge/GitHub-Code-green"></a> |
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</div> |
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We provide LoRA weights trained for multi-target tasks using `Res152` and `Incv3` as surrogate models, as well as weights further fine-tuned for 8 individual classes. |
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#### Old Weights (for Reproducing Paper Results) |
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| Source | Multi-Targeted | 62 | 150 | 426 | 507 | 590 | 715 | 843 | 952 | |
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| :----: | :----: | :----: | :----: | :----: | :----: | :----: | :----: | :----: | :----: | |
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| Res152 |[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152_paper/multi.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152_paper/62.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152_paper/150.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152_paper/426.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152_paper/507.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152_paper/590.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152_paper/715.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152_paper/843.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152_paper/952.safetensors)| |
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| Incv3 |[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3_paper/multi.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3_paper/62.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3_paper/150.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3_paper/426.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3_paper/507.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3_paper/590.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3_paper/715.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3_paper/843.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3_paper/952.safetensors)| |
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#### New Weights |
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| Source | Multi-Targeted | 62 | 150 | 426 | 507 | 590 | 715 | 843 | 952 | |
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| :----: | :----: | :----: | :----: | :----: | :----: | :----: | :----: | :----: | :----: | |
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| Res152 |[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152/multi.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152/62.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152/150.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152/426.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152/507.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152/590.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152/715.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152/843.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/res152/952.safetensors)| |
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| Incv3 |[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3/multi.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3/62.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3/150.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3/426.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3/507.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3/590.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3/715.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3/843.safetensors)|[LoRA](https://huggingface.co/cyxxxxxxxxxx/Dual-Flow/resolve/main/incv3/952.safetensors)| |
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## Citation |
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If you find Dual-Flow is useful in your research or applications, please consider giving us a star 🌟 and citing it by the following BibTeX entry. |
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```bibtex |
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@article{chen2025dual, |
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title={Dual-Flow: Transferable Multi-Target, Instance-Agnostic Attacks via In-the-wild Cascading Flow Optimization}, |
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author={Chen, Yixiao and Sun, Shikun and Li, Jianshu and Li, Ruoyu and Li, Zhe and Xing, Junliang}, |
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journal={arXiv preprint arXiv:2502.02096}, |
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year={2025} |
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} |
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``` |
