Update README.md

README.md

@@ -11,7 +11,7 @@ For Content Understanding and Generation<br/>
 
 ## Description 
 
-UForm-Gen is a small generative vision-language model primarly designed for Image Captioning and Visual Question Answering. The model consists of two parts: 
+UForm-Gen is a small generative vision-language model primarily designed for Image Captioning and Visual Question Answering. The model consists of two parts: 
 
 1. [UForm Vision Encoder](https://huggingface.co/unum-cloud/uform-vl-english)
 2. [Sheared-LLaMA-1.3B](https://huggingface.co/princeton-nlp/Sheared-LLaMA-1.3B) manually tuned on the instruction dataset