diff --git a/hps_tf/notebooks/hierarchical_parameter_server_demo.ipynb b/hps_tf/notebooks/hierarchical_parameter_server_demo.ipynb
index 8e43862a44..608b452a24 100755
--- a/hps_tf/notebooks/hierarchical_parameter_server_demo.ipynb
+++ b/hps_tf/notebooks/hierarchical_parameter_server_demo.ipynb
@@ -58,7 +58,7 @@
     "\n",
     "### Get HPS from NGC\n",
     "\n",
-    "The HPS Python module is preinstalled in the 24.04 and later [Merlin HugeCTR Container](https://catalog.ngc.nvidia.com/orgs/nvidia/teams/merlin/containers/merlin-hugectr): `nvcr.io/nvidia/merlin/merlin-hugectr:24.04`.\n",
+    "The HPS Python module is preinstalled in the 23.12 and later [Merlin HugeCTR Container](https://catalog.ngc.nvidia.com/orgs/nvidia/teams/merlin/containers/merlin-hugectr): `nvcr.io/nvidia/merlin/merlin-hugectr:23.12`.\n",
     "\n",
     "You can check the existence of the required libraries by running the following Python code after launching this container.\n",
     "\n",