diff --git a/website/config.toml b/website/config.toml
index 76d0697ad4..96cc4c6953 100644
--- a/website/config.toml
+++ b/website/config.toml
@@ -118,13 +118,13 @@ disableKinds = ["taxonomy", "taxonomyTerm"]
 
   # These entries appear in the drop-down menu at the top of the website.
   [[params.versions]]
-    version = "latest - preview"
-    githubbranch = "release-v1.6.0-aws-b1.0.0"
+    version = "latest"
+    githubbranch = "release-v1.6.1-aws-b1.0.0"
     url = "https://awslabs.github.io/kubeflow-manifests/docs"
   [[params.versions]]
-    version = "v1.6 - preview"
-    githubbranch = "release-v1.6.0-aws-b1.0.0"
-    url = "https://awslabs.github.io/kubeflow-manifests/release-v1.6.0-aws-b1.0.0/docs"
+    version = "v1.6"
+    githubbranch = "release-v1.6.1-aws-b1.0.0"
+    url = "https://awslabs.github.io/kubeflow-manifests/release-v1.6.1-aws-b1.0.0/docs"
   [[params.versions]]
     version = "v1.5"
     githubbranch = "release-v1.5.1-aws-b1.0.2"