Update README.md

README.md

@@ -9,7 +9,7 @@ pipeline_tag: visual-question-answering
 >           ——*George R.R. Martin, A Clash of Kings*
 
 
-\[Technical report (coming soon)\]  [[Demo](https://xmbot,net/imp/)\]  [[Github](https://github.com/MILVLG/imp)\]
+\[Technical report (coming soon)\]  [[Demo](https://xmbot.net/imp/)\]  [[Github](https://github.com/MILVLG/imp)\]
 
 ## Introduction
 
@@ -91,7 +91,7 @@ If you use our model or refer our work in your studies, please cite:
 ```bibtex
 @misc{imp2024,
   author = {Shao, Zhenwei and Ouyang, Xuecheng and Yu, Zhou and Yu, Jun},
-  title = {Imp-v1: An emprical study of multimodal small language models},
+  title = {Imp-v1: An Emprical Study of Multimodal Small Language Models},
   year = {2024},
   url = {https://huggingface.co/MILVLG/imp-v1-3b}
 }