diff --git a/sdk/python/foundation-models/system/import/import_model_into_registry.ipynb b/sdk/python/foundation-models/system/import/import_model_into_registry.ipynb
index e6bd297734..49c4b40aa3 100644
--- a/sdk/python/foundation-models/system/import/import_model_into_registry.ipynb
+++ b/sdk/python/foundation-models/system/import/import_model_into_registry.ipynb
@@ -314,7 +314,10 @@
     "from typing import Optional\n",
     "from azure.ai.ml.entities import Model\n",
     "\n",
-    "def does_model_exist_in_registry(credential: DefaultAzureCredential, registry_name: str, model_id: str) -> Optional[Model]:\n",
+    "\n",
+    "def does_model_exist_in_registry(\n",
+    "    credential: DefaultAzureCredential, registry_name: str, model_id: str\n",
+    ") -> Optional[Model]:\n",
     "    \"\"\"\n",
     "    Checks if the model exists in the registry.\n",
     "\n",
@@ -337,12 +340,11 @@
     "        else:\n",
     "            return None\n",
     "\n",
+    "\n",
     "azureml_registries = [\"azureml\", \"azureml-meta\"]\n",
     "\n",
     "# Replace \"/\" in model id with \"-\"\n",
-    "REG_MODEL_ID = MODEL_ID.replace(\n",
-    "    \"/\", \"-\"\n",
-    ")\n",
+    "REG_MODEL_ID = MODEL_ID.replace(\"/\", \"-\")\n",
     "\n",
     "does_model_exist_in_any_registry = False\n",
     "found_registry = None\n",
@@ -354,11 +356,13 @@
     "        break\n",
     "\n",
     "if does_model_exist_in_registry:\n",
-    "    raise Exception(f\"\"\"MODEL ALREADY EXISTS IN \"{found_registry}\" registry with name: {model.name}, version: {model.version}. You DO NOT need to import the model again.\n",
+    "    raise Exception(\n",
+    "        f\"\"\"MODEL ALREADY EXISTS IN \"{found_registry}\" registry with name: {model.name}, version: {model.version}. You DO NOT need to import the model again.\n",
     "                    \n",
     "                    Please refer to the model card here: https://ml.azure.com/models/{model.name}/version/{model.version}/catalog/registry/{found_registry}. \n",
     "                    \n",
-    "                    In case you are using SDK/CLI to submit experiments, please use the model id: {model.id} to reference the model.\"\"\")\n",
+    "                    In case you are using SDK/CLI to submit experiments, please use the model id: {model.id} to reference the model.\"\"\"\n",
+    "    )\n",
     "else:\n",
     "    print(\"Model does not exist in any registry. Please proceed with importing\")"
    ]
@@ -407,17 +411,22 @@
     "                    wait_time_in_seconds *= 2\n",
     "                    print(ex_msg)\n",
     "                    if attempt == times:\n",
-    "                        print(\"Retried {} times when calling {}, now giving up!\".format(times, func.__name__))\n",
+    "                        print(\n",
+    "                            \"Retried {} times when calling {}, now giving up!\".format(\n",
+    "                                times, func.__name__\n",
+    "                            )\n",
+    "                        )\n",
     "                        raise\n",
     "\n",
     "        return newfn\n",
     "\n",
     "    return decorator\n",
     "\n",
+    "\n",
     "@retry(times=3)\n",
     "def fetch_huggingface_model_info(model_id) -> Optional[ModelInfo]:\n",
     "    \"\"\"Return Hugging face model info.\n",
-    "    \n",
+    "\n",
     "    :param model_id: The model id to fetch info for\n",
     "    :return: ModelInfo object if found else None\n",
     "    \"\"\"\n",
@@ -426,25 +435,31 @@
     "\n",
     "    model_found = False\n",
     "    try:\n",
-    "        model_list: List[ModelInfo] = hf_api.list_models(filter=ModelFilter(model_name=model_id))\n",
+    "        model_list: List[ModelInfo] = hf_api.list_models(\n",
+    "            filter=ModelFilter(model_name=model_id)\n",
+    "        )\n",
     "        print(f\"Model is: {model_id}\")\n",
     "        for info in model_list:\n",
     "            if model_id == info.modelId:\n",
     "                return info\n",
     "    except Exception as e:\n",
-    "        raise Exception(f\"Failed to fetch model info for {model_id} from Hugging Face Hub. Error: {e}\")\n",
-    "        \n",
+    "        raise Exception(\n",
+    "            f\"Failed to fetch model info for {model_id} from Hugging Face Hub. Error: {e}\"\n",
+    "        )\n",
+    "\n",
     "\n",
     "model_info = fetch_huggingface_model_info(MODEL_ID)\n",
     "\n",
     "if not model_info:\n",
-    "    raise Exception(f\"\"\"Failed to fetch model info for {MODEL_ID} from Hugging Face Hub. Please ensure you are copying the full Model id as shown in the screen shot above.\n",
+    "    raise Exception(\n",
+    "        f\"\"\"Failed to fetch model info for {MODEL_ID} from Hugging Face Hub. Please ensure you are copying the full Model id as shown in the screen shot above.\n",
     "\n",
     "                                Please check the following:\n",
     "                                1. Is the model id from Hugging face or somewhere else? If it is somewhere else, please use the model id from Hugging Face or continue importing the model manually.\n",
     "                                2. Is additional authentication required to access the model such as a token? If so, please use the manual import method.\n",
     "                                3. Are you behind a firewall that is blocking access to the model? If so, please update the firewall rules to allow access to hugging face.\n",
-    "            \"\"\")"
+    "            \"\"\"\n",
+    "    )"
    ]
   },
   {