diff --git a/src/unsupported_python/README.md b/src/unsupported_python/README.md
new file mode 100644
index 0000000000..4fab0454fd
--- /dev/null
+++ b/src/unsupported_python/README.md
@@ -0,0 +1,9 @@
+An egg only needs to be uploaded to PyPI when we want to change the unsupported error message. If we're not changing what platforms or Python versions we support, we shouldn't upload an egg. 
+
+To generate the egg:
+
+* Update the value of `VERSION` in `setup.py`
+
+* Run `python setup.py sdist`
+
+The egg (a `.tar.gz` file) will be located in the `dist` folder.
diff --git a/src/unsupported_python/setup.py b/src/unsupported_python/setup.py
index 4549a60c4d..b0f91e9b57 100644
--- a/src/unsupported_python/setup.py
+++ b/src/unsupported_python/setup.py
@@ -11,7 +11,7 @@
 from setuptools.command.install import install
 
 PACKAGE_NAME="turicreate"
-VERSION='5.7'
+VERSION='6.0'
 
 class InstallEngine(install):
     def run(self):