diff --git a/requirements.txt b/requirements.txt
index 321ce5a3ca9..ecb41a8618f 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,3 +1,4 @@
+# --extra-index-url https://download.pytorch.org/whl/cu117/index.html # Use this to run/publish tutorials against the latest binaries during the RC stage. Comment out after the release. Each release verify the correct cuda version.
 # Refer to ./jenkins/build.sh for tutorial build instructions
 
 sphinx==5.0.0