diff --git a/docs/ceph-csi-upgrade.md b/docs/ceph-csi-upgrade.md
index 6d759b288..ff4319287 100644
--- a/docs/ceph-csi-upgrade.md
+++ b/docs/ceph-csi-upgrade.md
@@ -84,12 +84,12 @@ compatibility support and without prior notice.
 **Also, we do not recommend any direct upgrades to 3.5 except from 3.4 to 3.5.**
 For example, upgrading from 3.3 to 3.5 is not recommended.
 
-git checkout v3.5.0 tag
+git checkout v3.5.1 tag
 
 ```bash
 git clone https://github.com/ceph/ceph-csi.git
 cd ./ceph-csi
-git checkout v3.5.0
+git checkout v3.5.1
 ```
 
 ```console