Update README.md

README.md

@@ -37,24 +37,30 @@ We're excited to unveil **Qwen2-VL**, the latest iteration of our Qwen-VL model,
     <img src="http://qianwen-res.oss-accelerate-overseas.aliyuncs.com/Qwen2-VL/mrope.png" width="80%"/>
 <p>
 
-We have three models with 2, 7 and 72 billion parameters. This repo contains the pretrained 2B Qwen2-VL model. For more information, visit our [Blog](https://qwenlm.github.io/blog/qwen2-vl/) and [GitHub](https://github.com/QwenLM/Qwen2-VL).
+We have three models with 2, 7 and 72 billion parameters. 
+
+This repo contains the **pretrained** 7B Qwen2-VL model. 
+
+For more information, visit our [Blog](https://qwenlm.github.io/blog/qwen2-vl/) and [GitHub](https://github.com/QwenLM/Qwen2-VL).
 
 ## Requirements
 
-The code of Qwen2-VL has been in the latest Hugging face transformers and we advise you to build from source with command `pip install git+https://github.com/huggingface/transformers`, or you might encounter the following error:
+The code of Qwen2-VL has been in the latest Hugging Face `transformers` and we advise you to install the latest version with command `pip install -U transformers`, or you might encounter the following error:
 
 ```
 KeyError: 'qwen2_vl'
 ```
 
+
 ## Citation
 
 If you find our work helpful, feel free to give us a cite.
 
 ```
 @article{Qwen2-VL,
-  title={Qwen2-VL},
-  author={Qwen team},
+  title={Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution}, 
+  author={Peng Wang and Shuai Bai and Sinan Tan and Shijie Wang and Zhihao Fan and Jinze Bai and Keqin Chen and Xuejing Liu and Jialin Wang and Wenbin Ge and Yang Fan and Kai Dang and Mengfei Du and Xuancheng Ren and Rui Men and Dayiheng Liu and Chang Zhou and Jingren Zhou and Junyang Lin},
+  journal={arXiv preprint arXiv:2409.12191},
   year={2024}
 }