diff --git a/StableDiffusionUI_Voldemort_paperspace.ipynb b/StableDiffusionUI_Voldemort_paperspace.ipynb
index facf809..514e8ee 100644
--- a/StableDiffusionUI_Voldemort_paperspace.ipynb
+++ b/StableDiffusionUI_Voldemort_paperspace.ipynb
@@ -88,7 +88,7 @@
     "    %cd /notebooks/\n",
     "    !git clone https://github.com/AUTOMATIC1111/stable-diffusion-webui\n",
     "else: # update repo if already exists\n",
-    "    print('stable-diffusion-webui already downloaded, updating')\n",
+    "    print('stable-diffusion-webui already downloaded, updating...')\n",
     "    %cd /notebooks/stable-diffusion-webui\n",
     "    !git pull"
    ]
@@ -115,27 +115,19 @@
    "source": [
     "%cd /notebooks/stable-diffusion-webui\n",
     "%store -r model_storage_dir\n",
-    "!pip install -r requirements.txt\n",
     "\n",
-    "if not os.path.exists('/notebooks/stable-diffusion-webui/repositories'): # download repositories if they don't exist\n",
-    "    !mkdir /notebooks/stable-diffusion-webui/repositories\n",
-    "    !git clone https://github.com/CompVis/stable-diffusion.git /notebooks/stable-diffusion-webui/repositories/stable-diffusion\n",
-    "    !git clone https://github.com/CompVis/taming-transformers.git /notebooks/stable-diffusion-webui/repositories/taming-transformers\n",
-    "    !git clone https://github.com/sczhou/CodeFormer.git /notebooks/stable-diffusion-webui/repositories/CodeFormer\n",
-    "    !git clone https://github.com/salesforce/BLIP.git /notebooks/stable-diffusion-webui/repositories/BLIP\n",
-    "else: # update repositories if they do exist\n",
-    "    print('Updating dependencies')\n",
-    "    for dir in os.listdir('/notebooks/stable-diffusion-webui/repositories'):\n",
-    "        %cd /notebooks/stable-diffusion-webui/repositories/$dir\n",
-    "        !git pull\n",
-    "    \n",
-    "!pip install -r /notebooks/stable-diffusion-webui/repositories/CodeFormer/requirements.txt\n",
+    "# Import launch.py which will automatically run the install script but not launch the WebUI.\n",
+    "# They require a few specific external git repo commits so we have to do it their way. \n",
+    "# I wish we could import the script and manage the install process ourselves but this is fine.\n",
+    "import launch\n",
     "\n",
+    "# Download the GFPGAN face restorer.\n",
     "if not os.path.exists('/notebooks/stable-diffusion-webui/GFPGANv1.3.pth'):\n",
-    "    !wget https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth\n",
+    "    !wget https://github.com/TencentARC/GFPGAN/releases/download/v1.3.0/GFPGANv1.3.pth -O /notebooks/stable-diffusion-webui/GFPGANv1.3.pth\n",
     "else:\n",
     "    print('GFPGANv1.3.pth already downloaded')\n",
     "    \n",
+    "# Make sure your models storage directory exists\n",
     "!mkdir -p $model_storage_dir"
    ]
   },
@@ -325,27 +317,6 @@
     "!wget https://huggingface.co/naclbit/trinart_stable_diffusion_v2/resolve/main/trinart2_step115000.ckpt -O $model_storage_dir/trinart2_step115000.ckpt"
    ]
   },
-  {
-   "cell_type": "markdown",
-   "metadata": {},
-   "source": [
-    "#### Danbooru Lewd\n",
-    "\n",
-    "Focused on lewd images from Danbooru."
-   ]
-  },
-  {
-   "cell_type": "code",
-   "execution_count": null,
-   "metadata": {},
-   "outputs": [],
-   "source": [
-    "!apt update\n",
-    "!apt install -y aria2\n",
-    "%cd $model_storage_dir\n",
-    "!aria2c --seed-time=0 --max-overall-upload-limit=1K \"magnet:?xt=urn:btih:7SUHQKS2TBQ2NPVRVI5URE4L2HNBUZS6&dn=LD-70k-1e-pruned.ckpt&tr=udp%3A%2F%2Ftracker.opentrackr.org%3A1337%2Fannounce\""
-   ]
-  },
   {
    "cell_type": "markdown",
    "metadata": {
@@ -365,9 +336,10 @@
     "\n",
     "# Get some storage back\n",
     "!pip cache purge\n",
-    "!sudo apt-get clean\n",
     "!rm $model_storage_dir/*.aria2\n",
-    "!apt autoremove --purge -y aria2\n",
+    "!apt remove --purge -y aria2\n",
+    "!apt autoremove --purge -y\n",
+    "!sudo apt-get clean\n",
     "\n",
     "# Restart the kernel\n",
     "import os\n",
@@ -439,6 +411,7 @@
    "outputs": [],
    "source": [
     "%store -r model_storage_dir\n",
+    "%cd /notebooks/stable-diffusion-webui\n",
     "!python /notebooks/stable-diffusion-webui/webui.py --share # --disable-opt-split-attention"
    ]
   },