Update README.md

README.md

@@ -30,12 +30,6 @@ PromptEnhancerV2 is a specialized text-to-image prompt rewriting model that empl
 - **License:** Apache-2.0
 - **Finetuned from model:** Qwen/Qwen2.5-VL-32B-Instruct
 
-### Model Sources
-
-- **Repository:** https://github.com/ximinng/PromptEnhancer
-- **Paper:** https://arxiv.org/abs/2509.04545
-- **Homepage:** https://hunyuan-promptenhancer.github.io/
-
 ## How to Get Started with the Model
 
 - **1. Clone the repository:**:
@@ -70,21 +64,3 @@ enhanced_prompt = enhancer.predict(
 
 print("Enhanced:", enhanced_prompt)
 ```
-
-## Evaluation
-
-The model is evaluated on the [T2I-Keypoints-Eval dataset](https://huggingface.co/datasets/PromptEnhancer/T2I-Keypoints-Eval), which contains diverse text-to-image prompts across various categories and languages.
-
-## Citation
-
-If you find this model useful, please consider citing:
-
-**BibTeX:**
-```bibtex
-@article{promptenhancer,
-  title={PromptEnhancer: A Simple Approach to Enhance Text-to-Image Models via Chain-of-Thought Prompt Rewriting},
-  author={Wang, Linqing and Xing, Ximing and Cheng, Yiji and Zhao, Zhiyuan and Tao, Jiale and Wang, QiXun and Li, Ruihuang and Chen, Comi and Li, Xin and Wu, Mingrui and Deng, Xinchi and Wang, Chunyu and Lu, Qinglin},
-  journal={arXiv preprint arXiv:2509.04545},
-  year={2025}
-}
-```