diff --git a/notebooks/community/model_garden/model_garden_pytorch_whisper_large_v3_deployment.ipynb b/notebooks/community/model_garden/model_garden_pytorch_whisper_large_v3_deployment.ipynb
index a6c337d1c..728178297 100644
--- a/notebooks/community/model_garden/model_garden_pytorch_whisper_large_v3_deployment.ipynb
+++ b/notebooks/community/model_garden/model_garden_pytorch_whisper_large_v3_deployment.ipynb
@@ -183,7 +183,7 @@
       "source": [
         "# @title Deploy\n",
         "\n",
-        "# This section deploys the prebuilt whisper large v3 model on a Vertex endpoint\n",
+        "# @markdown This section deploys the prebuilt whisper large v3 model on a Vertex endpoint. It takes 15 minutes to deploy this model.\n",
         "\n",
         "model_id = \"openai/whisper-large-v3\"\n",
         "task = \"audio2text\"\n",