diff --git a/06_gpu_and_ml/dreambooth/instance_example_urls.txt b/06_gpu_and_ml/dreambooth/instance_example_urls.txt
index 3a236d3a2..99007380f 100644
--- a/06_gpu_and_ml/dreambooth/instance_example_urls.txt
+++ b/06_gpu_and_ml/dreambooth/instance_example_urls.txt
@@ -1,3 +1,3 @@
-https://i.imgur.com/fkRYgv6.png
-https://i.imgur.com/98k9yDg.jpg
-https://i.imgur.com/gHlW8Kw.jpg
+https://modal-public-assets.s3.amazonaws.com/example-dreambooth-app/fkRYgv6.png
+https://modal-public-assets.s3.amazonaws.com/example-dreambooth-app/98k9yDg.jpg
+https://modal-public-assets.s3.amazonaws.com/example-dreambooth-app/gHlW8Kw.jpg