Update README with the local inference update

README.md

@@ -141,16 +141,16 @@ This is possible in OpenFunctions v2, because we ensure that the output includes
 
 ### End to End Example
 
-Run the example code in `[ofv2_hosted.py](https://github.com/ShishirPatil/gorilla/tree/main/openfunctions)` to see how the model works.
+Run the example code in `[inference_hosted.py](https://github.com/ShishirPatil/gorilla/tree/main/openfunctions)` to see how the model works.
 
 ```bash
-python ofv2_hosted.py
+python inference_hosted.py
 ```
 
 Expected Output:
 
 ```bash
-(.py3) shishir@dhcp-132-64:~/Work/Gorilla/openfunctions/$ python ofv2_hosted.py
+(.py3) shishir@dhcp-132-64:~/Work/Gorilla/openfunctions/$ python inference_hosted.py
 --------------------
 Function call strings(s): get_current_weather(location='Boston, MA'), get_current_weather(location='San Francisco, CA')
 --------------------
@@ -242,6 +242,12 @@ def format_response(response: str):
         
 ```
 
+In the current directory, run the example code in `inference_local.py` to see how the model works.
+
+```bash
+python inference_local.py
+```
+
 **Note:** Use the `get_prompt` and `format_response`  only if you are hosting it Locally. If you are using the Berkeley hosted models through the Chat-completion API, we do this in the backend, so you don't have to do this. The model is supported in Hugging Face 🤗 Transformers and can be run up locally: