Update README.md

README.md

@@ -10,7 +10,7 @@ The model was developed with the intention of achieving high results on NLP task
 
 ### How to use
 
-CoNTACT should be fine-tuned on a downstream task. This can be achieved by referring to ```clips/contact``` in the '--model\_name\_or\_path' argument in Huggingface/Transformers' example scripts, or by loading CoNTACT (as shown below) and fine-tuning it using your own code:
+CoNTACT should be fine-tuned on a downstream task. This can be achieved by referring to ```clips/contact``` in the ```--model\_name\_or\_path``` argument in Huggingface/Transformers' example scripts, or by loading CoNTACT (as shown below) and fine-tuning it using your own code:
 
  ```
  from transformers import AutoModel, AutoTokenizer