diff --git a/setup.cfg b/setup.cfg
new file mode 100644
index 000000000..5e4090017
--- /dev/null
+++ b/setup.cfg
@@ -0,0 +1,2 @@
+[wheel]
+universal = 1
diff --git a/setup.py b/setup.py
index adf083cbf..96fbc4f41 100755
--- a/setup.py
+++ b/setup.py
@@ -45,6 +45,7 @@ version = get_version('rest_framework')
 
 if sys.argv[-1] == 'publish':
     os.system("python setup.py sdist upload")
+    os.system("python setup.py bdist_wheel upload")
     print("You probably want to also tag the version now:")
     print("  git tag -a %s -m 'version %s'" % (version, version))
     print("  git push --tags")