diff --git a/README.md b/README.md
index b0f50ba..09b0dd3 100644
--- a/README.md
+++ b/README.md
@@ -115,7 +115,7 @@ docker run -it \
 ```
 See [here](https://docs.gunicorn.org/en/stable/design.html#async-workers) for more information about design considerations for these gunicorn settings.
 
-#### Pitfalls & Gotchas to Remeber
+#### Pitfalls & Gotchas to Remember
 - If you run this on a cloud service and run an upgrade on everything out of date for security reasons, you may need to run `sudo service docker stop`
 and then `sudo service docker start` to get docker going again. You'll also have to find the docker container that you had last running and restart it.
 - If you run the docker container as described above, remember to try the URL of your service with the proper port at the end of the URL. 
@@ -123,6 +123,8 @@ and then `sudo service docker start` to get docker going again. You'll also have
 #### Using Local Python
 With the requirements installed and the model files in place, you can now run the service with python locally. 
 In the command below, substitute `models/test` with the path to your models directory. For example, if you followed the example from [With Bucket Access](#with-bucket-access), it will be `models/10_23_2019`.
+
+If running locally you may get a permissions error as in the above container example - in this case, for example of a unix ubuntu EC2 on AWS user and group would need to be set to ubuntu.
 ```
 export MODELS_DIR=models/test; \
 python service/app.py