Update README.md

README.md

@@ -164,12 +164,14 @@ print(make_table(results))
 
 # Exporting to ExecuTorch
 
-Exporting to ExecuTorch requires you clone and install [ExecuTorch](https://github.com/pytorch/executorch).
+We can run the quantized model on a mobile phone using [ExecuTorch](https://github.com/pytorch/executorch).
+Once ExecuTorch is [set-up](https://pytorch.org/executorch/main/getting-started.html), exporting and running the model on device is a breeze.
 
 
 ## Convert quantized checkpoint to ExecuTorch's format
 
-ExecuTorch expects the checkpoint keys to have certain names in order to export.  The following script converts the quantized checkpoint from Hugging Face to the one ExecuTorch expects.
+We first convert the quantized checkpoint to one ExecuTorch's LLM export script expects by renaming some of the checkpoint keys.
+The following script does this for you.
 ```
 python -m executorch.examples.models.phi_4_mini.convert_weights phi4-mini-8dq4w.bin phi4-mini-8dq4w-converted.bin
 ```