E5 Notebook to support dedicated endpoint

PiperOrigin-RevId: 770609921

Author: vertex-mg-bot

notebooks/community/model_garden/model_garden_e5.ipynb

@@ -396,7 +396,9 @@
         "        ],\n",
         "    },\n",
         "]\n",
-        "response = endpoint.predict(instances=instances)\n",
+        "response = endpoint.predict(\n",
+        "    instances=instances, use_dedicated_endpoint=use_dedicated_endpoint\n",
+        ")\n",
         "\n",
         "for prediction in response.predictions:\n",
         "    embeddings = Tensor(prediction)\n",
@@ -470,7 +472,9 @@
         "\n",
         "instances = [{\"inputs\": queries + documents}]\n",
         "\n",
-        "response = endpoint.predict(instances=instances)\n",
+        "response = endpoint.predict(\n",
+        "    instances=instances, use_dedicated_endpoint=use_dedicated_endpoint\n",
+        ")\n",
         "\n",
         "for prediction in response.predictions:\n",
         "    embeddings = Tensor(prediction)\n",