diff --git a/notebook.ipynb b/notebook.ipynb
index cb019a8..3b68b1c 100755
--- a/notebook.ipynb
+++ b/notebook.ipynb
@@ -54,7 +54,9 @@
             "!python -m pip install -r ./dlas/requirements.txt\n",
             "!python -m pip install -r ./tortoise-tts/requirements.txt\n",
             "!python -m pip install -r ./requirements.txt\n",
-            "!python -m pip install -e ./tortoise-tts/"
+            "!python -m pip install -e ./tortoise-tts/\n",
+            "\n",
+            "!rm ./tortoise-tts/{main,webui}.py"
          ]
       },
       {
@@ -71,8 +73,7 @@
          "source":[
             "# for my debugging purposes\n",
             "%cd /content/ai-voice-cloning/\n",
-            "!./update.sh\n",
-            "# exit()"
+            "!./update.sh"
          ],
          "metadata":{
             "id":"3DktoOXSHmtw"
@@ -122,7 +123,7 @@
       {
          "cell_type":"markdown",
          "source":[
-            "## Running"
+            "## Running (Inlined)"
          ],
          "metadata":{
             "id":"o1gkfw3B3JSk"
@@ -138,8 +139,10 @@
             "import sys\n",
             "\n",
             "sys.argv = [\"\"]\n",
-            "sys.path.append('./src/')\n",
-            "sys.path.append('./tortoise-tts/')\n",
+            "if './src/' not in sys.path:\n",
+            "\tsys.path.append('./src/')\n",
+            "if './tortoise-tts/' not in sys.path:\n",
+            "\tsys.path.append('./tortoise-tts/')\n",
             "\n",
             "if 'TORTOISE_MODELS_DIR' not in os.environ:\n",
             "\tos.environ['TORTOISE_MODELS_DIR'] = os.path.realpath(os.path.join(os.getcwd(), './models/tortoise/'))\n",
@@ -147,18 +150,18 @@
             "if 'TRANSFORMERS_CACHE' not in os.environ:\n",
             "\tos.environ['TRANSFORMERS_CACHE'] = os.path.realpath(os.path.join(os.getcwd(), './models/transformers/'))\n",
             "\n",
-            "from utils import *\n",
-            "from webui import *\n",
-            "\n",
-            "args = setup_args()\n",
+            "import utils\n",
+            "import webui\n",
             "\n",
-            "webui = setup_gradio()\n",
+            "args = utils.setup_args()\n",
+            "ui = webui.setup_gradio()\n",
             "# Be very, very sure to check \"Defer TTS Load\" in Settings, then restart, before you start training\n",
             "# You'll crash the runtime if you don't\n",
             "if not args.defer_tts_load:\n",
-            "\ttts = setup_tortoise()\n",
-            "webui.launch(share=True, prevent_thread_lock=True, height=1000)\n",
-            "webui.block_thread()"
+            "\tutils.setup_tortoise()\n",
+            "\n",
+            "ui.launch(share=True, prevent_thread_lock=True, height=1000)\n",
+            "ui.block_thread()"
          ],
          "metadata":{
             "id":"c_EQZLTA19c7"
@@ -168,6 +171,52 @@
             
          ]
       },
+      {
+         "cell_type":"markdown",
+         "source":[
+            "## Running (non-inlined)"
+         ],
+         "metadata":{
+            "id":"EM3iNqgJF6Be"
+         }
+      },
+      {
+         "cell_type":"code",
+         "source":[
+            "%cd /content/ai-voice-cloning/\n",
+            "!./start.sh"
+         ],
+         "metadata":{
+            "id":"QRA8jF3cF-YJ"
+         },
+         "execution_count":null,
+         "outputs":[
+            
+         ]
+      },
+      {
+         "cell_type":"markdown",
+         "source":[
+            "# Restart Runtime"
+         ],
+         "metadata":{
+            "id":"vH9KU7SMGDxb"
+         }
+      },
+      {
+         "cell_type":"code",
+         "source":[
+            "!rm ./tortoise-tts/{main,webui}.py\n",
+            "exit()"
+         ],
+         "metadata":{
+            "id":"EWeyUPvgGDX5"
+         },
+         "execution_count":null,
+         "outputs":[
+            
+         ]
+      },
       {
          "cell_type":"markdown",
          "source":[