Improve model card: Add pipeline tag, library name, license, paper and code links

README.md

@@ -1,21 +1,23 @@
 ---
-language: 
+language:
 - en
+license: mit
+license_name: flux-1-dev
+license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
 tags:
 - image-restoration
 - diffusion
 - computer-vision
 - flux
-license: other
-license_name: flux-1-dev
-license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/blob/main/LICENSE.md
+pipeline_tag: image-to-image
+library_name: diffusers
 ---
 
 <div align="center">
 <h1>🎨 LucidFlux:<br/>Caption-Free Universal Image Restoration with a Large-Scale Diffusion Transformer</h1>
 
 ### 
-[**🌍 Website**](https://w2genai-lab.github.io/LucidFlux/) | [**📘 Technical Report**](https://raw.githubusercontent.com/W2GenAI-Lab/LucidFlux/main/Technical_Report.pdf) | [**🧩 Models**](https://huggingface.co/W2GenAI/LucidFlux) 
+[**🌍 Website**](https://w2genai-lab.github.io/LucidFlux/) | [**📄 Paper**](https://huggingface.co/papers/2509.22414) | [**💻 Code**](https://github.com/W2GenAI-Lab/LucidFlux) | [**🧩 Models**](https://huggingface.co/W2GenAI/LucidFlux) 
 </div>
 
 ---
@@ -421,7 +423,7 @@ You can also obtain results of LucidFlux on RealSR and RealLQ250 from Hugging Fa
 
 ## 🪪 License
 
-The provided code and pre-trained weights are licensed under the [FLUX.1 \[dev\]](LICENSE).
+The provided code and pre-trained weights are licensed under the [FLUX.1 [dev]](LICENSE).
 
 ## 🙏 Acknowledgments
 
@@ -448,7 +450,4 @@ For any questions or inquiries, please reach out to us:
   <img src="https://github.com/user-attachments/assets/047faa4e-da63-415c-97a0-8dbe8045a839"
        alt="WeChat Group QR"
        width="320">
-</details>
-
-
-</div>
+</details>