Update README.md

README.md

@@ -134,13 +134,13 @@ Langauges supported:
 - **Language(s) (NLP):** Pytorch, ONNX
 - **License:** apache-2.0
 
-### Model Sources [optional]
+### Model Sources
 
 <!-- Provide the basic links for the model. -->
 
 - **Repository:** https://github.com/Jayveersinh-Raj/cross-lingual-zero-shot-transfer
-- **Paper [optional]:** Everything is in the above github repository Make sure to give it a star if it is useful.
-- **Demo [optional]:** 
+- **Paper:** Everything is in the above github repository Make sure to give it a star if it is useful.
+- **Demo:** 
 
 ## Uses
 
@@ -172,7 +172,7 @@ Just use the model from hugging face directly. Following is an example
     
 
 
-### Downstream Use [optional]
+### Downstream Use
 
 <!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
 The model fine tuning is not needed the model already performs well. However can be fine tuned to add languages that are written with different scripts since our model does not perform on language with different script then the source.