Update README.md

README.md

@@ -1,21 +1,33 @@
 ---
+base_model:
+- Qwen/Qwen2.5-VL-3B-Instruct
 datasets:
 - yushaohan/ProGuard-data
 language:
 - en
-base_model:
-- Qwen/Qwen2.5-VL-3B-Instruct
 tags:
 - vlm
 - safety
 - guard
+library_name: transformers
+pipeline_tag: image-text-to-text
 ---
 
-This model is the official open-source implementation of **[ProGuard: Towards Proactive Multimodal Safeguard](https://arxiv.org/abs/2512.23573)**. For deployment instructions, please refer to **[this link](https://github.com/yushaohan/ProGuard/tree/master/deploy)**.
+# ProGuard-3B
+
+ProGuard is a proactive multimodal safeguard model. It is designed to identify and reason about unknown risks across both text and visual modalities, moving beyond rigid predefined classification systems.
 
-If you find this model helpful, please cite our paper 🤗
+- **Arxiv Paper:** [ProGuard: Towards Proactive Multimodal Safeguard](https://arxiv.org/abs/2512.23573)
+- **Project Page:** [ProGuard Homepage](https://yushaohan.github.io/ProGuard/)
+- **GitHub Repository:** [ProGuard Implementation](https://github.com/yushaohan/ProGuard), [DeepSafe Implementation](https://github.com/AI45Lab/DeepSafe)
 
-```
+This model is the official open-source implementation of **ProGuard**. For deployment instructions, please refer to **[this link](https://github.com/yushaohan/ProGuard/tree/master/deploy)**.
+
+## Citation
+
+If you find this model helpful, please cite our research:
+
+```bibtex
 @article{yu2025proguard,
   title={ProGuard: Towards Proactive Multimodal Safeguard},
   author={Yu, Shaohan and Li, Lijun and Si, Chenyang and Sheng, Lu and Shao, Jing},
@@ -23,5 +35,11 @@ If you find this model helpful, please cite our paper 🤗
   year={2025},
   url={https://yushaohan.github.io/ProGuard/}
 }
-```
 
+@article{zhang2026deepsight,
+  title={DeepSight: An All-in-One LM Safety Toolkit},
+  author={Zhang, Bo and Guo, Jiaxuan and Li, Lijun and Liu, Dongrui and Chen, Sujin and Chen, Guanxu and Zheng, Zhijie and Lin, Qihao and Yan, Lewen and Qian, Chen and others},
+  journal={arXiv preprint arXiv:2602.12092},
+  year={2026}
+}
+```