diff --git a/example/gluon/style_transfer/models/download_model.py b/example/gluon/style_transfer/models/download_model.py
index 18a01845b757..db0e78d13bae 100644
--- a/example/gluon/style_transfer/models/download_model.py
+++ b/example/gluon/style_transfer/models/download_model.py
@@ -17,5 +17,5 @@
 
 from mxnet.test_utils import download
 
-download('https://apache-mxnet.s3-accelerate.amazonaws.com/gluon/models/21styles-2cb88353.params', 'models/21styles.params')
+download('https://apache-mxnet.s3-accelerate.amazonaws.com/gluon/models/21styles-2cb88353.zip', 'models/21styles.params')