| --- |
| license: apache-2.0 |
| base_model: |
| - stable-diffusion-v1-5/stable-diffusion-v1-5 |
| --- |
| |
| # LoRA Weights for Dual-Flow |
|
|
| <div style='display:flex; gap: 0.25rem; align-items: center'> |
| <a href="https://arxiv.org/pdf/2502.02096"><img src="https://img.shields.io/badge/arXiv-Paper-red"></a> |
| <a href="https://github.com/Chyxx/Dual-Flow"><img src="https://img.shields.io/badge/GitHub-Code-green"></a> |
| </div> |
|
|
| 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. |
|
|
|
|
| #### Old Weights (for Reproducing Paper Results) |
| | Source | Multi-Targeted | 62 | 150 | 426 | 507 | 590 | 715 | 843 | 952 | |
| | :----: | :----: | :----: | :----: | :----: | :----: | :----: | :----: | :----: | :----: | |
| | 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)| |
| | 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)| |
|
|
|
|
| #### New Weights |
|
|
| | Source | Multi-Targeted | 62 | 150 | 426 | 507 | 590 | 715 | 843 | 952 | |
| | :----: | :----: | :----: | :----: | :----: | :----: | :----: | :----: | :----: | :----: | |
| | 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)| |
| | 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 |
| 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. |
|
|
| ```bibtex |
| @article{chen2025dual, |
| title={Dual-Flow: Transferable Multi-Target, Instance-Agnostic Attacks via In-the-wild Cascading Flow Optimization}, |
| author={Chen, Yixiao and Sun, Shikun and Li, Jianshu and Li, Ruoyu and Li, Zhe and Xing, Junliang}, |
| journal={arXiv preprint arXiv:2502.02096}, |
| year={2025} |
| } |
| ``` |
