Update README.md

README.md

@@ -41,7 +41,7 @@ This model can be used directly to retrieve documents from a large corpus using
 
 <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
 
-This model can be used combined with language models to create a retrieval-augmented language model. The useage for Knowledge-based VQA can be found in [RAVQA](https://github.com/linweizhedragon/retrieval-augmented-visual-question-answering) 
+This model can be used combined with language models to create a retrieval-augmented language model. The use for Knowledge-based VQA can be found in [RAVQA](https://github.com/linweizhedragon/retrieval-augmented-visual-question-answering) 
 
 ## How to Get Started with the Model