{
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  {
   "cell_type": "markdown",
   "id": "6441563f-5e6b-4987-abe3-2a1b8c25a789",
   "metadata": {},
   "source": [
    "## A1111 Paperspace Notebook From https://github.com/TheLastBen/fast-stable-diffusion, if you encounter any issues, feel free to discuss them."
   ]
  },
  {
   "cell_type": "markdown",
   "id": "840f2f6a-41d1-4938-a846-d51f76682b76",
   "metadata": {},
   "source": [
    "# Dependencies"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "62e22de7-f054-45a7-b7e3-b63b9a0188a1",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Install the dependencies\n",
    "\n",
    "force_reinstall= False\n",
    "\n",
    "# Set to true only if you want to install the dependencies again.\n",
    "\n",
    "\n",
    "#--------------------\n",
    "with open('/dev/null', 'w') as devnull:import requests, os, time, importlib;open('/notebooks/mainpaperspaceA1111.py', 'wb').write(requests.get('https://huggingface.co/datasets/TheLastBen/PPS/raw/main/Scripts/mainpaperspaceA1111.py').content);os.chdir('/notebooks');time.sleep(3);import mainpaperspaceA1111;importlib.reload(mainpaperspaceA1111);from mainpaperspaceA1111 import *;Deps(force_reinstall)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e21f3583-2d0f-4218-9da2-303f9e202820",
   "metadata": {
    "tags": []
   },
   "source": [
    "# Install/Update AUTOMATIC1111 repo"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "ed6cebed-8a4f-4a35-b5c3-36126be008b9",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Don't skip this cell to make sure the repo is up to date and functioning correctly\n",
    "\n",
    "#--------------------\n",
    "repo()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ab0521c7-8c68-4ea2-915a-bc3f4b67f6e7",
   "metadata": {},
   "source": [
    "# Model Download/Load"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a6f367e0-df08-41fd-91b5-e2afbcbd42e4",
   "metadata": {},
   "outputs": [],
   "source": [
    "Original_Model_Version = \"v1.5\"\n",
    "\n",
    "# Choices are \"v1.5\", \"v2-512\", \"v2-768\"\n",
    "\n",
    "\n",
    "Path_to_MODEL = \"\"\n",
    "\n",
    "# Insert the full path of your trained model or to a folder containing multiple models.\n",
    "\n",
    "\n",
    "MODEL_LINK = \"\"\n",
    "\n",
    "# A direct link to a Model or a shared gdrive link.\n",
    "\n",
    "safetensors= False\n",
    "\n",
    "# Set to True if the model from the link is in safetensors format.\n",
    "\n",
    "Temporary_Storage = True\n",
    "\n",
    "# Download the model to a temporary storage, bigger capacity but will be removed at session shutdown.\n",
    "\n",
    "\n",
    "#--------------------\n",
    "model=mdl(Original_Model_Version, Path_to_MODEL, MODEL_LINK, safetensors, Temporary_Storage)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2f9228f8-3d2b-4964-a848-f75ae1618d9f",
   "metadata": {},
   "source": [
    "# ControlNet"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "90c5d7c8-d0dc-43dc-9232-1351e8f80b5e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# Download/update ControlNet extension and its models.\n",
    "\n",
    "ControlNet_Model = \"all\"\n",
    "\n",
    "# Choices are : none; all; 1: Canny; 2: Depth; 3: HED; 4: MLSD; 5: Normal; 6: OpenPose; 7: Scribble; 8: Seg; 9: T2iadapter_Models\n",
    "\n",
    "ControlNet_v2_Model = \"none\"\n",
    "\n",
    "# Choices are : none; all; 1: Canny; 2: Depth; 3: HED; 4: OpenPose; 5: Scribble\n",
    "\n",
    "#--------------------\n",
    "CN(ControlNet_Model, ControlNet_v2_Model)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e0baf0c4-a410-432f-891b-975c7250c77d",
   "metadata": {},
   "source": [
    "# Start Stable-Diffusion"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0121ea1d-1aa0-4961-b916-c5dbb900e05f",
   "metadata": {},
   "outputs": [],
   "source": [
    "User = \"\"\n",
    "\n",
    "Password= \"\"\n",
    "\n",
    "# Add credentials to your Gradio interface (optional).\n",
    "\n",
    "Use_localtunnel = False\n",
    "\n",
    "# If you have trouble using Gradio server, use this one.\n",
    "\n",
    "\n",
    "#-----------------\n",
    "configf=sd(User, Password, Use_localtunnel, model)\n",
    "!python /notebooks/sd/stable-diffusion-webui/webui.py $configf"
   ]
  }
 ],
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