From 01ac53874c813f06f864c00cfd08d7462fc50971 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Tue, 8 Oct 2024 22:17:42 +0800
Subject: [PATCH 01/34] Add files via upload

---
 fast_stable_diffusion_ReForge.ipynb | 717 ++++++++++++++++++++++++++++
 1 file changed, 717 insertions(+)
 create mode 100644 fast_stable_diffusion_ReForge.ipynb

diff --git a/fast_stable_diffusion_ReForge.ipynb b/fast_stable_diffusion_ReForge.ipynb
new file mode 100644
index 00000000..c52f01b4
--- /dev/null
+++ b/fast_stable_diffusion_ReForge.ipynb
@@ -0,0 +1,717 @@
+{
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "47kV9o1Ni8GH"
+      },
+      "source": [
+        "# **Colab Pro notebook from https://github.com/TheLastBen/fast-stable-diffusion** *Alternatives : [Paperspace](https://console.paperspace.com/github/TheLastBen/PPS?machine=Free-GPU)*"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "Y9EBc437WDOs"
+      },
+      "outputs": [],
+      "source": [
+        "#@markdown # Connect Google Drive\n",
+        "from google.colab import drive\n",
+        "from IPython.display import clear_output\n",
+        "import ipywidgets as widgets\n",
+        "import os\n",
+        "\n",
+        "def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
+        "Shared_Drive = \"\" #@param {type:\"string\"}\n",
+        "#@markdown - Leave empty if you're not using a shared drive\n",
+        "\n",
+        "print(\"\u001b[0;33mConnecting...\")\n",
+        "drive.mount('/content/gdrive')\n",
+        "\n",
+        "if Shared_Drive!=\"\" and os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
+        "  mainpth=\"Shareddrives/\"+Shared_Drive\n",
+        "else:\n",
+        "  mainpth=\"MyDrive\"\n",
+        "\n",
+        "clear_output()\n",
+        "inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "#@markdown ---"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "CFWtw-6EPrKi"
+      },
+      "outputs": [],
+      "source": [
+        "#@markdown # Install/Update Panchovix repo\n",
+        "from IPython.utils import capture\n",
+        "from IPython.display import clear_output\n",
+        "from subprocess import getoutput\n",
+        "import ipywidgets as widgets\n",
+        "import sys\n",
+        "import fileinput\n",
+        "import os\n",
+        "import time\n",
+        "import base64\n",
+        "import requests\n",
+        "from urllib.request import urlopen, Request\n",
+        "from urllib.parse import urlparse, parse_qs, unquote\n",
+        "from tqdm import tqdm\n",
+        "import six\n",
+        "\n",
+        "\n",
+        "blsaphemy=base64.b64decode((\"ZWJ1aQ==\").encode('ascii')).decode('ascii')\n",
+        "\n",
+        "if not os.path.exists(\"/content/gdrive\"):\n",
+        "  print('\u001b[1;31mGdrive not connected, using temporary colab storage ...')\n",
+        "  time.sleep(4)\n",
+        "  mainpth=\"MyDrive\"\n",
+        "  !mkdir -p /content/gdrive/$mainpth\n",
+        "  Shared_Drive=\"\"\n",
+        "\n",
+        "if Shared_Drive!=\"\" and not os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
+        "  print('\u001b[1;31mShared drive not detected, using default MyDrive')\n",
+        "  mainpth=\"MyDrive\"\n",
+        "\n",
+        "with capture.capture_output() as cap:\n",
+        "  def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
+        "  fgitclone = \"git clone --depth 1\"\n",
+        "  %mkdir -p /content/gdrive/$mainpth/sd\n",
+        "  %cd /content/gdrive/$mainpth/sd\n",
+        "  !git clone -q --branch master https://github.com/Panchovix/stable-diffusion-w$blsaphemy\n",
+        "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/cache/\n",
+        "  os.environ['TRANSFORMERS_CACHE']=f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
+        "  os.environ['TORCH_HOME'] = f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
+        "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories\n",
+        "  !git clone https://github.com/Panchovix/stable-diffusion-w$blsaphemy-assets /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories/stable-diffusion-webui-assets\n",
+        "\n",
+        "with capture.capture_output() as cap:\n",
+        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
+        "  !git reset --hard\n",
+        "  !git checkout master\n",
+        "  time.sleep(1)\n",
+        "  !rm webui.sh\n",
+        "  !git pull\n",
+        "clear_output()\n",
+        "inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "#@markdown ---"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "ZGV_5H4xrOSp"
+      },
+      "outputs": [],
+      "source": [
+        "#@markdown # Requirements\n",
+        "\n",
+        "print('\u001b[1;32mInstalling requirements...')\n",
+        "\n",
+        "with capture.capture_output() as cap:\n",
+        "  %cd /content/\n",
+        "  !wget -q -i https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dependencies/A1111.txt\n",
+        "  !dpkg -i *.deb\n",
+        "  if not os.path.exists('/content/gdrive/'+mainpth+'/sd/stablediffusion'):\n",
+        "    !tar -C /content/gdrive/$mainpth --zstd -xf sd_mrep.tar.zst\n",
+        "  !tar -C / --zstd -xf gcolabdeps.tar.zst\n",
+        "  !rm *.deb | rm *.zst | rm *.txt\n",
+        "  if not os.path.exists('gdrive/'+mainpth+'/sd/libtcmalloc/libtcmalloc_minimal.so.4'):\n",
+        "    %env CXXFLAGS=-std=c++14\n",
+        "    !wget -q https://github.com/gperftools/gperftools/releases/download/gperftools-2.5/gperftools-2.5.tar.gz && tar zxf gperftools-2.5.tar.gz && mv gperftools-2.5 gperftools\n",
+        "    !wget -q https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Panchovix_files/Patch\n",
+        "    %cd /content/gperftools\n",
+        "    !patch -p1 < /content/Patch\n",
+        "    !./configure --enable-minimal --enable-libunwind --enable-frame-pointers --enable-dynamic-sized-delete-support --enable-sized-delete --enable-emergency-malloc; make -j4\n",
+        "    !mkdir -p /content/gdrive/$mainpth/sd/libtcmalloc && cp .libs/libtcmalloc*.so* /content/gdrive/$mainpth/sd/libtcmalloc\n",
+        "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
+        "    %cd /content\n",
+        "    !rm *.tar.gz Patch && rm -r /content/gperftools\n",
+        "  else:\n",
+        "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
+        "\n",
+        "  !pip install controlnet_aux -qq --no-deps\n",
+        "  os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'\n",
+        "  os.environ['PYTHONWARNINGS'] = 'ignore'\n",
+        "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
+        "\n",
+        "clear_output()\n",
+        "inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "#@markdown ---"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "p4wj_txjP3TC"
+      },
+      "outputs": [],
+      "source": [
+        "#@markdown # Model Download/Load\n",
+        "\n",
+        "import gdown\n",
+        "from gdown.download import get_url_from_gdrive_confirmation\n",
+        "import re\n",
+        "\n",
+        "Use_Temp_Storage = False #@param {type:\"boolean\"}\n",
+        "#@markdown - If not, make sure you have enough space on your gdrive\n",
+        "\n",
+        "#@markdown ---\n",
+        "\n",
+        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\"]\n",
+        "\n",
+        "#@markdown Or\n",
+        "PATH_to_MODEL = \"\" #@param {type:\"string\"}\n",
+        "#@markdown - Insert the full path of your custom model or to a folder containing multiple models\n",
+        "\n",
+        "#@markdown Or\n",
+        "MODEL_LINK = \"\" #@param {type:\"string\"}\n",
+        "\n",
+        "\n",
+        "def getsrc(url):\n",
+        "    parsed_url = urlparse(url)\n",
+        "    if parsed_url.netloc == 'civitai.com':\n",
+        "        src='civitai'\n",
+        "    elif parsed_url.netloc == 'drive.google.com':\n",
+        "        src='gdrive'\n",
+        "    elif parsed_url.netloc == 'huggingface.co':\n",
+        "        src='huggingface'\n",
+        "    else:\n",
+        "        src='others'\n",
+        "    return src\n",
+        "\n",
+        "src=getsrc(MODEL_LINK)\n",
+        "\n",
+        "def get_name(url, gdrive):\n",
+        "    if not gdrive:\n",
+        "        response = requests.get(url, allow_redirects=False)\n",
+        "        if \"Location\" in response.headers:\n",
+        "            redirected_url = response.headers[\"Location\"]\n",
+        "            quer = parse_qs(urlparse(redirected_url).query)\n",
+        "            if \"response-content-disposition\" in quer:\n",
+        "                disp_val = quer[\"response-content-disposition\"][0].split(\";\")\n",
+        "                for vals in disp_val:\n",
+        "                    if vals.strip().startswith(\"filename=\"):\n",
+        "                        filenm=unquote(vals.split(\"=\", 1)[1].strip())\n",
+        "                        return filenm.replace(\"\\\"\",\"\")\n",
+        "    else:\n",
+        "        headers = {\"User-Agent\": \"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36\"}\n",
+        "        lnk=\"https://drive.google.com/uc?id={id}&export=download\".format(id=url[url.find(\"/d/\")+3:url.find(\"/view\")])\n",
+        "        res = requests.session().get(lnk, headers=headers, stream=True, verify=True)\n",
+        "        res = requests.session().get(get_url_from_gdrive_confirmation(res.text), headers=headers, stream=True, verify=True)\n",
+        "        content_disposition = six.moves.urllib_parse.unquote(res.headers[\"Content-Disposition\"])\n",
+        "        filenm = re.search('attachment; filename=\"(.*?)\"', content_disposition).groups()[0]\n",
+        "        return filenm\n",
+        "\n",
+        "\n",
+        "def dwn(url, dst, msg):\n",
+        "    file_size = None\n",
+        "    req = Request(url, headers={\"User-Agent\": \"torch.hub\"})\n",
+        "    u = urlopen(req)\n",
+        "    meta = u.info()\n",
+        "    if hasattr(meta, 'getheaders'):\n",
+        "        content_length = meta.getheaders(\"Content-Length\")\n",
+        "    else:\n",
+        "        content_length = meta.get_all(\"Content-Length\")\n",
+        "    if content_length is not None and len(content_length) > 0:\n",
+        "        file_size = int(content_length[0])\n",
+        "\n",
+        "    with tqdm(total=file_size, disable=False, mininterval=0.5,\n",
+        "              bar_format=msg+' |{bar:20}| {percentage:3.0f}%') as pbar:\n",
+        "        with open(dst, \"wb\") as f:\n",
+        "            while True:\n",
+        "                buffer = u.read(8192)\n",
+        "                if len(buffer) == 0:\n",
+        "                    break\n",
+        "                f.write(buffer)\n",
+        "                pbar.update(len(buffer))\n",
+        "            f.close()\n",
+        "\n",
+        "\n",
+        "def sdmdls(ver, Use_Temp_Storage):\n",
+        "\n",
+        "  if ver=='1.5':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/v1-5-pruned-emaonly.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v1-5-pruned-emaonly.safetensors'\n",
+        "    link='https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors'\n",
+        "  elif ver=='V2.1-768px':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/v2-1_768-ema-pruned.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v2-1_768-ema-pruned.safetensors'\n",
+        "    link='https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors'\n",
+        "  elif ver=='v1.5 Inpainting':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/sd-v1-5-inpainting.ckpt'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd-v1-5-inpainting.ckpt'\n",
+        "    link='https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-inpainting/resolve/main/sd-v1-5-inpainting.ckpt'\n",
+        "  elif ver=='SDXL':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/sd_xl_base_1.0.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd_xl_base_1.0.safetensors'\n",
+        "    link='https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors'\n",
+        "  elif ver=='Pony Diffusion V6 XL Turbo DPO':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/ponyDiffusionV6XL_v6TurboDPOMerge.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/ponyDiffusionV6XL_v6TurboDPOMerge.safetensors'\n",
+        "    link='https://huggingface.co/Bakanayatsu/ponyDiffusion-V6-XL-Turbo-DPO/resolve/main/ponyDiffusionV6XL_v6TurboDPOMerge.safetensors'\n",
+        "  elif ver=='CommonCanvas-XL-C':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/commoncanvas_xl_c.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/commoncanvas_xl_c.safetensors'\n",
+        "    link='https://huggingface.co/common-canvas/CommonCanvas-XL-C/resolve/main/commoncanvas_xl_c.safetensors'\n",
+        "  elif ver=='CommonCanvas-S-C':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/commoncanvas_s_c.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/commoncanvas_s_c.safetensors'\n",
+        "    link='https://huggingface.co/common-canvas/CommonCanvas-S-C/resolve/main/commoncanvas_s_c.safetensors'\n",
+        "  elif ver=='CC0 Rebild Attempt':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/cc0_atempt_microcosmos-20240709.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/cc0_atempt_microcosmos-20240709.safetensors'\n",
+        "    link='https://huggingface.co/Pixel-Dust/CC0_rebild_attempt/resolve/main/cc0_atempt_microcosmos-20240709.safetensors'\n",
+        "\n",
+        "  if not os.path.exists(model):\n",
+        "    !gdown --fuzzy -O $model $link\n",
+        "    if os.path.exists(model):\n",
+        "      clear_output()\n",
+        "      inf('\\u2714 Done','success', '50px')\n",
+        "    else:\n",
+        "      inf('\\u2718 Something went wrong, try again','danger', \"250px\")\n",
+        "  else:\n",
+        "      clear_output()\n",
+        "      inf('\\u2714 Model already exists','primary', '300px')\n",
+        "\n",
+        "  return model\n",
+        "\n",
+        "\n",
+        "if (PATH_to_MODEL !=''):\n",
+        "  if os.path.exists(str(PATH_to_MODEL)):\n",
+        "    inf('\\u2714 Using the trained model.','success', '200px')\n",
+        "\n",
+        "  else:\n",
+        "      while not os.path.exists(str(PATH_to_MODEL)):\n",
+        "        inf('\\u2718 Wrong path, use the colab file explorer to copy the path : ','danger', \"400px\")\n",
+        "        PATH_to_MODEL=input()\n",
+        "      if os.path.exists(str(PATH_to_MODEL)):\n",
+        "        inf('\\u2714 Using the custom model.','success', '200px')\n",
+        "\n",
+        "  model=PATH_to_MODEL\n",
+        "\n",
+        "elif MODEL_LINK != \"\":\n",
+        "\n",
+        "      if src=='civitai':\n",
+        "         modelname=get_name(MODEL_LINK, False)\n",
+        "         if Use_Temp_Storage:\n",
+        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "            model=f'/content/temp_models/{modelname}'\n",
+        "         else:\n",
+        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+        "         if not os.path.exists(model):\n",
+        "            dwn(MODEL_LINK, model, 'Downloading the custom model')\n",
+        "            clear_output()\n",
+        "         else:\n",
+        "            inf('\\u2714 Model already exists','primary', '300px')\n",
+        "      elif src=='gdrive':\n",
+        "         modelname=get_name(MODEL_LINK, True)\n",
+        "         if Use_Temp_Storage:\n",
+        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "            model=f'/content/temp_models/{modelname}'\n",
+        "         else:\n",
+        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+        "         if not os.path.exists(model):\n",
+        "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
+        "            clear_output()\n",
+        "         else:\n",
+        "            inf('\\u2714 Model already exists','primary', '300px')\n",
+        "      else:\n",
+        "         modelname=os.path.basename(MODEL_LINK)\n",
+        "         if Use_Temp_Storage:\n",
+        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "            model=f'/content/temp_models/{modelname}'\n",
+        "         else:\n",
+        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+        "         if not os.path.exists(model):\n",
+        "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
+        "            clear_output()\n",
+        "         else:\n",
+        "            inf('\\u2714 Model already exists','primary', '700px')\n",
+        "\n",
+        "      if os.path.exists(model) and os.path.getsize(model) > 1810671599:\n",
+        "        inf('\\u2714 Model downloaded, using the custom model.','success', '300px')\n",
+        "      else:\n",
+        "        !rm model\n",
+        "        inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
+        "\n",
+        "else:\n",
+        "  model=sdmdls(Model_Version, Use_Temp_Storage)\n",
+        "\n",
+        "#@markdown ---"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "Svx6Hx0iUPd1"
+      },
+      "outputs": [],
+      "source": [
+        "#@markdown # Download LoRA\n",
+        "\n",
+        "LoRA_LINK = \"\" #@param {type:\"string\"}\n",
+        "\n",
+        "if LoRA_LINK == \"\":\n",
+        "  inf('\\u2714 Nothing to do','primary', '200px')\n",
+        "else:\n",
+        "  os.makedirs('/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Lora', exist_ok=True)\n",
+        "\n",
+        "  src=getsrc(LoRA_LINK)\n",
+        "\n",
+        "  if src=='civitai':\n",
+        "      modelname=get_name(LoRA_LINK, False)\n",
+        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+        "      if not os.path.exists(loramodel):\n",
+        "        dwn(LoRA_LINK, loramodel, 'Downloading the LoRA model '+modelname)\n",
+        "        clear_output()\n",
+        "      else:\n",
+        "        inf('\\u2714 Model already exists','primary', '200px')\n",
+        "  elif src=='gdrive':\n",
+        "      modelname=get_name(LoRA_LINK, True)\n",
+        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+        "      if not os.path.exists(loramodel):\n",
+        "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
+        "        clear_output()\n",
+        "      else:\n",
+        "        inf('\\u2714 Model already exists','primary', '200px')\n",
+        "  else:\n",
+        "      modelname=os.path.basename(LoRA_LINK)\n",
+        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+        "      if not os.path.exists(loramodel):\n",
+        "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
+        "        clear_output()\n",
+        "      else:\n",
+        "        inf('\\u2714 Model already exists','primary', '200px')\n",
+        "\n",
+        "  if os.path.exists(loramodel) :\n",
+        "    inf('\\u2714 LoRA downloaded','success', '200px')\n",
+        "  else:\n",
+        "    inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
+        "\n",
+        "#@markdown ---"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "zC3Rz1b2TBcB"
+      },
+      "outputs": [],
+      "source": [
+        "#@markdown # ControlNet\n",
+        "from torch.hub import download_url_to_file\n",
+        "from urllib.parse import urlparse\n",
+        "import re\n",
+        "from subprocess import run\n",
+        "\n",
+        "XL_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"Sketch\", \"OpenPose\", \"Recolor\"]\n",
+        "\n",
+        "v1_Model = \"None\" #@param [ \"None\", \"All (21GB)\", \"Canny\", \"Depth\", \"Lineart\", \"MLSD\", \"Normal\", \"OpenPose\", \"Scribble\", \"Seg\", \"ip2p\", \"Shuffle\", \"Inpaint\", \"Softedge\", \"Lineart_Anime\", \"Tile\", \"T2iadapter_Models\"]\n",
+        "\n",
+        "v2_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"HED\", \"OpenPose\", \"Scribble\"]\n",
+        "\n",
+        "#@markdown - Download/update ControlNet extension and its models\n",
+        "\n",
+        "def download(url, model_dir):\n",
+        "\n",
+        "    filename = os.path.basename(urlparse(url).path)\n",
+        "    pth = os.path.abspath(os.path.join(model_dir, filename))\n",
+        "    if not os.path.exists(pth):\n",
+        "        print('Downloading: '+os.path.basename(url))\n",
+        "        download_url_to_file(url, pth, hash_prefix=None, progress=True)\n",
+        "    else:\n",
+        "      print(f\"\u001b[1;32mThe model {filename} already exists\u001b[0m\")\n",
+        "\n",
+        "\n",
+        "Canny='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_canny_mid.safetensors'\n",
+        "Depth='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_depth_mid.safetensors'\n",
+        "Sketch='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_sketch_256lora.safetensors'\n",
+        "OpenPose='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/thibaud_xl_openpose_256lora.safetensors'\n",
+        "Recolor='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_recolor_128lora.safetensors'\n",
+        "\n",
+        "\n",
+        "with capture.capture_output() as cap:\n",
+        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions\n",
+        "  if not os.path.exists('sd-w'+blsaphemy+'-controlnet'):\n",
+        "    !git clone https://github.com/Mikubill/sd-w$blsaphemy-controlnet.git\n",
+        "    %cd /content\n",
+        "  else:\n",
+        "    %cd sd-w$blsaphemy-controlnet\n",
+        "    !git reset --hard\n",
+        "    !git pull\n",
+        "    %cd /content\n",
+        "\n",
+        "mdldir='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/extensions/sd-w'+blsaphemy+'-controlnet/models'\n",
+        "for filename in os.listdir(mdldir):\n",
+        "  if \"_sd14v1\" in filename:\n",
+        "    renamed = re.sub(\"_sd14v1\", \"-fp16\", filename)\n",
+        "    os.rename(os.path.join(mdldir, filename), os.path.join(mdldir, renamed))\n",
+        "\n",
+        "!wget -q -O CN_models.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Panchovix_files/CN_models.txt\n",
+        "!wget -q -O CN_models_v2.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Panchovix_files/CN_models_v2.txt\n",
+        "!wget -q -O CN_models_XL.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Panchovix_files/CN_models_XL.txt\n",
+        "\n",
+        "\n",
+        "with open(\"CN_models.txt\", 'r') as f:\n",
+        "  mdllnk = f.read().splitlines()\n",
+        "with open(\"CN_models_v2.txt\", 'r') as d:\n",
+        "  mdllnk_v2 = d.read().splitlines()\n",
+        "with open(\"CN_models_XL.txt\", 'r') as d:\n",
+        "  mdllnk_XL = d.read().splitlines()\n",
+        "\n",
+        "!rm CN_models.txt CN_models_v2.txt CN_models_XL.txt\n",
+        "\n",
+        "\n",
+        "if XL_Model == \"All\":\n",
+        "  for lnk_XL in mdllnk_XL:\n",
+        "      download(lnk_XL, mdldir)\n",
+        "  clear_output()\n",
+        "  inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "elif XL_Model == \"None\":\n",
+        "    pass\n",
+        "    clear_output()\n",
+        "    inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "else:\n",
+        "  download(globals()[XL_Model], mdldir)\n",
+        "  clear_output()\n",
+        "  inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "\n",
+        "Canny='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny.pth'\n",
+        "Depth='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth.pth'\n",
+        "Lineart='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart.pth'\n",
+        "MLSD='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd.pth'\n",
+        "Normal='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae.pth'\n",
+        "OpenPose='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose.pth'\n",
+        "Scribble='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble.pth'\n",
+        "Seg='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg.pth'\n",
+        "ip2p='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p.pth'\n",
+        "Shuffle='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle.pth'\n",
+        "Inpaint='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint.pth'\n",
+        "Softedge='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge.pth'\n",
+        "Lineart_Anime='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime.pth'\n",
+        "Tile='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile.pth'\n",
+        "\n",
+        "\n",
+        "with capture.capture_output() as cap:\n",
+        "  cfgnames=[os.path.basename(url).split('.')[0]+'.yaml' for url in mdllnk_v2]\n",
+        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions/sd-w$blsaphemy-controlnet/models\n",
+        "  for name in cfgnames:\n",
+        "      run(['cp', 'cldm_v21.yaml', name])\n",
+        "  %cd /content\n",
+        "\n",
+        "if v1_Model == \"All (21GB)\":\n",
+        "  for lnk in mdllnk:\n",
+        "      download(lnk, mdldir)\n",
+        "  clear_output()\n",
+        "\n",
+        "elif v1_Model == \"T2iadapter_Models\":\n",
+        "  mdllnk=list(filter(lambda x: 't2i' in x, mdllnk))\n",
+        "  for lnk in mdllnk:\n",
+        "      download(lnk, mdldir)\n",
+        "  clear_output()\n",
+        "\n",
+        "elif v1_Model == \"None\":\n",
+        "    pass\n",
+        "    clear_output()\n",
+        "\n",
+        "else:\n",
+        "  download(globals()[v1_Model], mdldir)\n",
+        "  clear_output()\n",
+        "\n",
+        "Canny='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_canny.safetensors'\n",
+        "Depth='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_depth.safetensors'\n",
+        "HED='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_hed.safetensors'\n",
+        "OpenPose='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_openposev2.safetensors'\n",
+        "Scribble='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_scribble.safetensors'\n",
+        "\n",
+        "\n",
+        "if v2_Model == \"All\":\n",
+        "  for lnk_v2 in mdllnk_v2:\n",
+        "      download(lnk_v2, mdldir)\n",
+        "  clear_output()\n",
+        "  inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "elif v2_Model == \"None\":\n",
+        "    pass\n",
+        "    clear_output()\n",
+        "    inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "else:\n",
+        "  download(globals()[v2_Model], mdldir)\n",
+        "  clear_output()\n",
+        "  inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "  #@markdown ---"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "PjzwxTkPSPHf"
+      },
+      "outputs": [],
+      "source": [
+        "#@markdown # Start Stable-Diffusion\n",
+        "from IPython.utils import capture\n",
+        "import time\n",
+        "import sys\n",
+        "import fileinput\n",
+        "from pyngrok import ngrok, conf\n",
+        "import re\n",
+        "\n",
+        "\n",
+        "Use_Cloudflare_Tunnel = False #@param {type:\"boolean\"}\n",
+        "#@markdown - Offers better gradio responsivity\n",
+        "\n",
+        "Ngrok_token = \"\" #@param {type:\"string\"}\n",
+        "\n",
+        "#@markdown - Input your ngrok token if you want to use ngrok server\n",
+        "\n",
+        "User = \"\" #@param {type:\"string\"}\n",
+        "Password= \"\" #@param {type:\"string\"}\n",
+        "#@markdown - Add credentials to your Gradio interface (optional)\n",
+        "\n",
+        "auth=f\"--gradio-auth {User}:{Password}\"\n",
+        "if User ==\"\" or Password==\"\":\n",
+        "  auth=\"\"\n",
+        "\n",
+        "\n",
+        "with capture.capture_output() as cap:\n",
+        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/\n",
+        "  !wget -q -O extras.py https://raw.githubusercontent.com/Panchovix/stable-diffusion-w$blsaphemy/master/modules/extras.py\n",
+        "  !wget -q -O sd_models.py https://raw.githubusercontent.com/Panchovix/stable-diffusion-w$blsaphemy/master/modules/sd_models.py\n",
+        "  !wget -q -O /usr/local/lib/python3.10/dist-packages/gradio/blocks.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Panchovix_files/blocks.py\n",
+        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
+        "  \n",
+        "  !sed -i 's@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title;model.half()@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/sd_models.py\n",
+        "  #!sed -i 's@ui.create_ui().*@ui.create_ui();shared.demo.queue(concurrency_count=999999,status_update_rate=0.1)@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py\n",
+        "  !sed -i \"s@map_location='cpu'@map_location='cuda'@\" /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/extras.py\n",
+        "\n",
+        "  !sed -i 's@possible_sd_paths =.*@possible_sd_paths = [\\\"/content/gdrive/{mainpth}/sd/stablediffusion\\\"]@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+        "  !sed -i 's@\\.\\.\\/@src/@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+        "  !sed -i 's@src/generative-models@generative-models@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+        "\n",
+        "  !sed -i 's@print(\\\"No module.*@@' /content/gdrive/$mainpth/sd/stablediffusion/ldm/modules/diffusionmodules/model.py\n",
+        "  !sed -i 's@\\[\"sd_model_checkpoint\"\\]@\\[\"sd_model_checkpoint\", \"sd_vae\", \"CLIP_stop_at_last_layers\", \"inpainting_mask_weight\", \"initial_noise_multiplier\"\\]@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/shared.py\n",
+        "\n",
+        "share=''\n",
+        "if Ngrok_token!=\"\":\n",
+        "  ngrok.kill()\n",
+        "  srv=ngrok.connect(7860, pyngrok_config=conf.PyngrokConfig(auth_token=Ngrok_token) , bind_tls=True).public_url\n",
+        "\n",
+        "  for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
+        "    if line.strip().startswith('self.server_name ='):\n",
+        "        line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
+        "    if line.strip().startswith('self.protocol = \"https\"'):\n",
+        "        line = '            self.protocol = \"https\"\\n'\n",
+        "    if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
+        "        line = ''\n",
+        "    if line.strip().startswith('else \"http\"'):\n",
+        "        line = ''\n",
+        "    sys.stdout.write(line)\n",
+        "\n",
+        "elif Use_Cloudflare_Tunnel:\n",
+        "  with capture.capture_output() as cap:\n",
+        "    !pkill cloudflared\n",
+        "    time.sleep(4)\n",
+        "    !nohup cloudflared tunnel --url http://localhost:7860 > /content/srv.txt 2>&1 &\n",
+        "    time.sleep(4)\n",
+        "    with open('/content/srv.txt', \"r\") as file: text = file.read()\n",
+        "    srv= re.findall(r\"https?://(?:\\S+?\\.)?trycloudflare\\.com\\S*\", text)[0]\n",
+        "\n",
+        "    for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
+        "      if line.strip().startswith('self.server_name ='):\n",
+        "          line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
+        "      if line.strip().startswith('self.protocol = \"https\"'):\n",
+        "          line = '            self.protocol = \"https\"\\n'\n",
+        "      if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
+        "          line = ''\n",
+        "      if line.strip().startswith('else \"http\"'):\n",
+        "          line = ''\n",
+        "      sys.stdout.write(line)\n",
+        "\n",
+        "    !rm /content/srv.txt\n",
+        "\n",
+        "else:\n",
+        "  share='--share'\n",
+        "\n",
+        "ckptdir=''\n",
+        "if os.path.exists('/content/temp_models'):\n",
+        "  ckptdir='--ckpt-dir /content/temp_models'\n",
+        "\n",
+        "try:\n",
+        "  model\n",
+        "  if os.path.isfile(model):\n",
+        "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir\n",
+        "  else:\n",
+        "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt-dir \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check\n",
+        "except:\n",
+        "   !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir"
+      ]
+    }
+  ],
+  "metadata": {
+    "accelerator": "GPU",
+    "colab": {
+      "provenance": []
+    },
+    "gpuClass": "standard",
+    "kernelspec": {
+      "display_name": "Python 3",
+      "name": "python3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 0
+}

From e64b74c2185d1992415bd01c5ae6a090f9d81a35 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Tue, 8 Oct 2024 22:23:23 +0800
Subject: [PATCH 02/34] Update fast_stable_diffusion_ReForge.ipynb

---
 fast_stable_diffusion_ReForge.ipynb | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/fast_stable_diffusion_ReForge.ipynb b/fast_stable_diffusion_ReForge.ipynb
index c52f01b4..fbb32633 100644
--- a/fast_stable_diffusion_ReForge.ipynb
+++ b/fast_stable_diffusion_ReForge.ipynb
@@ -172,7 +172,7 @@
         "\n",
         "#@markdown ---\n",
         "\n",
-        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\"]\n",
+        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\", \"Pony-Diffusion-V6-XL-Turbo-DPO\", \"CommonCanvas-XL-C\", \"CommonCanvas-S-C\", \"CC0-Rebild-Attempt\"]\n",
         "\n",
         "#@markdown Or\n",
         "PATH_to_MODEL = \"\" #@param {type:\"string\"}\n",
@@ -272,7 +272,7 @@
         "    else:\n",
         "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd_xl_base_1.0.safetensors'\n",
         "    link='https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors'\n",
-        "  elif ver=='Pony Diffusion V6 XL Turbo DPO':\n",
+        "  elif ver=='Pony-Diffusion-V6-XL-Turbo-DPO':\n",
         "    if Use_Temp_Storage:\n",
         "      os.makedirs('/content/temp_models', exist_ok=True)\n",
         "      model='/content/temp_models/ponyDiffusionV6XL_v6TurboDPOMerge.safetensors'\n",
@@ -293,7 +293,7 @@
         "    else:\n",
         "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/commoncanvas_s_c.safetensors'\n",
         "    link='https://huggingface.co/common-canvas/CommonCanvas-S-C/resolve/main/commoncanvas_s_c.safetensors'\n",
-        "  elif ver=='CC0 Rebild Attempt':\n",
+        "  elif ver=='CC0-Rebild-Attempt':\n",
         "    if Use_Temp_Storage:\n",
         "      os.makedirs('/content/temp_models', exist_ok=True)\n",
         "      model='/content/temp_models/cc0_atempt_microcosmos-20240709.safetensors'\n",

From 6125a83c4d64b59ef2d35259c7a3b98a4af48ed8 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Wed, 9 Oct 2024 18:34:27 +0800
Subject: [PATCH 03/34] Add files via upload

---
 fast_stable_diffusion_ReForge.ipynb | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/fast_stable_diffusion_ReForge.ipynb b/fast_stable_diffusion_ReForge.ipynb
index fbb32633..52e9ec7b 100644
--- a/fast_stable_diffusion_ReForge.ipynb
+++ b/fast_stable_diffusion_ReForge.ipynb
@@ -130,7 +130,7 @@
         "  if not os.path.exists('gdrive/'+mainpth+'/sd/libtcmalloc/libtcmalloc_minimal.so.4'):\n",
         "    %env CXXFLAGS=-std=c++14\n",
         "    !wget -q https://github.com/gperftools/gperftools/releases/download/gperftools-2.5/gperftools-2.5.tar.gz && tar zxf gperftools-2.5.tar.gz && mv gperftools-2.5 gperftools\n",
-        "    !wget -q https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Panchovix_files/Patch\n",
+        "    !wget -q https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/Patch\n",
         "    %cd /content/gperftools\n",
         "    !patch -p1 < /content/Patch\n",
         "    !./configure --enable-minimal --enable-libunwind --enable-frame-pointers --enable-dynamic-sized-delete-support --enable-sized-delete --enable-emergency-malloc; make -j4\n",
@@ -490,9 +490,9 @@
         "    renamed = re.sub(\"_sd14v1\", \"-fp16\", filename)\n",
         "    os.rename(os.path.join(mdldir, filename), os.path.join(mdldir, renamed))\n",
         "\n",
-        "!wget -q -O CN_models.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Panchovix_files/CN_models.txt\n",
-        "!wget -q -O CN_models_v2.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Panchovix_files/CN_models_v2.txt\n",
-        "!wget -q -O CN_models_XL.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Panchovix_files/CN_models_XL.txt\n",
+        "!wget -q -O CN_models.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models.txt\n",
+        "!wget -q -O CN_models_v2.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_v2.txt\n",
+        "!wget -q -O CN_models_XL.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_XL.txt\n",
         "\n",
         "\n",
         "with open(\"CN_models.txt\", 'r') as f:\n",
@@ -628,7 +628,7 @@
         "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/\n",
         "  !wget -q -O extras.py https://raw.githubusercontent.com/Panchovix/stable-diffusion-w$blsaphemy/master/modules/extras.py\n",
         "  !wget -q -O sd_models.py https://raw.githubusercontent.com/Panchovix/stable-diffusion-w$blsaphemy/master/modules/sd_models.py\n",
-        "  !wget -q -O /usr/local/lib/python3.10/dist-packages/gradio/blocks.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Panchovix_files/blocks.py\n",
+        "  !wget -q -O /usr/local/lib/python3.10/dist-packages/gradio/blocks.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/blocks.py\n",
         "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
         "  \n",
         "  !sed -i 's@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title;model.half()@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/sd_models.py\n",

From 288b85209ebe8d1b3f17b3b48bcc17300fd4fd02 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Wed, 9 Oct 2024 18:34:57 +0800
Subject: [PATCH 04/34] Create SECURITY.md

---
 SECURITY.md | 21 +++++++++++++++++++++
 1 file changed, 21 insertions(+)
 create mode 100644 SECURITY.md

diff --git a/SECURITY.md b/SECURITY.md
new file mode 100644
index 00000000..034e8480
--- /dev/null
+++ b/SECURITY.md
@@ -0,0 +1,21 @@
+# Security Policy
+
+## Supported Versions
+
+Use this section to tell people about which versions of your project are
+currently being supported with security updates.
+
+| Version | Supported          |
+| ------- | ------------------ |
+| 5.1.x   | :white_check_mark: |
+| 5.0.x   | :x:                |
+| 4.0.x   | :white_check_mark: |
+| < 4.0   | :x:                |
+
+## Reporting a Vulnerability
+
+Use this section to tell people how to report a vulnerability.
+
+Tell them where to go, how often they can expect to get an update on a
+reported vulnerability, what to expect if the vulnerability is accepted or
+declined, etc.

From c14f1ace1e14a139e5153693e851d7e0fa9aee5e Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Wed, 9 Oct 2024 18:35:31 +0800
Subject: [PATCH 05/34] Delete SECURITY.md

---
 SECURITY.md | 21 ---------------------
 1 file changed, 21 deletions(-)
 delete mode 100644 SECURITY.md

diff --git a/SECURITY.md b/SECURITY.md
deleted file mode 100644
index 034e8480..00000000
--- a/SECURITY.md
+++ /dev/null
@@ -1,21 +0,0 @@
-# Security Policy
-
-## Supported Versions
-
-Use this section to tell people about which versions of your project are
-currently being supported with security updates.
-
-| Version | Supported          |
-| ------- | ------------------ |
-| 5.1.x   | :white_check_mark: |
-| 5.0.x   | :x:                |
-| 4.0.x   | :white_check_mark: |
-| < 4.0   | :x:                |
-
-## Reporting a Vulnerability
-
-Use this section to tell people how to report a vulnerability.
-
-Tell them where to go, how often they can expect to get an update on a
-reported vulnerability, what to expect if the vulnerability is accepted or
-declined, etc.

From b79baf7bb85e6a9da816dd1b808c13448cdda6e5 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Wed, 9 Oct 2024 18:58:03 +0800
Subject: [PATCH 06/34] Add files via upload

---
 fast_stable_diffusion_ReForge.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/fast_stable_diffusion_ReForge.ipynb b/fast_stable_diffusion_ReForge.ipynb
index 52e9ec7b..d08fcf0b 100644
--- a/fast_stable_diffusion_ReForge.ipynb
+++ b/fast_stable_diffusion_ReForge.ipynb
@@ -91,7 +91,7 @@
         "  os.environ['TRANSFORMERS_CACHE']=f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
         "  os.environ['TORCH_HOME'] = f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
         "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories\n",
-        "  !git clone https://github.com/Panchovix/stable-diffusion-w$blsaphemy-assets /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories/stable-diffusion-webui-assets\n",
+        "  !git clone https://github.com/AUTOMATIC1111/stable-diffusion-w$blsaphemy-assets /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories/stable-diffusion-webui-assets\n",
         "\n",
         "with capture.capture_output() as cap:\n",
         "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",

From a2d649c22aa625f7a21a45eef3928b65383e4aa6 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Wed, 9 Oct 2024 19:11:32 +0800
Subject: [PATCH 07/34] Update fast_stable_diffusion_ReForge.ipynb

---
 fast_stable_diffusion_ReForge.ipynb | 1 +
 1 file changed, 1 insertion(+)

diff --git a/fast_stable_diffusion_ReForge.ipynb b/fast_stable_diffusion_ReForge.ipynb
index d08fcf0b..91d74d30 100644
--- a/fast_stable_diffusion_ReForge.ipynb
+++ b/fast_stable_diffusion_ReForge.ipynb
@@ -145,6 +145,7 @@
         "  os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'\n",
         "  os.environ['PYTHONWARNINGS'] = 'ignore'\n",
         "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
+        "  !pip install Pillow==9.5.0\n",
         "\n",
         "clear_output()\n",
         "inf('\\u2714 Done','success', '50px')\n",

From b57a813e14f86710152dcfdcb2295bbc1754928d Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Wed, 9 Oct 2024 19:15:53 +0800
Subject: [PATCH 08/34] Add files via upload

---
 fast_stable_diffusion_ReForge.ipynb | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/fast_stable_diffusion_ReForge.ipynb b/fast_stable_diffusion_ReForge.ipynb
index 91d74d30..605eeb29 100644
--- a/fast_stable_diffusion_ReForge.ipynb
+++ b/fast_stable_diffusion_ReForge.ipynb
@@ -173,7 +173,7 @@
         "\n",
         "#@markdown ---\n",
         "\n",
-        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\", \"Pony-Diffusion-V6-XL-Turbo-DPO\", \"CommonCanvas-XL-C\", \"CommonCanvas-S-C\", \"CC0-Rebild-Attempt\"]\n",
+        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\", \"Pony-Diffusion-V6-XL\", \"Pony-Diffusion-V6-XL-Turbo-DPO\", \"CommonCanvas-XL-C\", \"CommonCanvas-S-C\", \"CC0-Rebild-Attempt\"]\n",
         "\n",
         "#@markdown Or\n",
         "PATH_to_MODEL = \"\" #@param {type:\"string\"}\n",
@@ -273,6 +273,13 @@
         "    else:\n",
         "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd_xl_base_1.0.safetensors'\n",
         "    link='https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors'\n",
+        "  elif ver=='Pony-Diffusion-V6-XL':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/v6.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v6.safetensors'\n",
+        "    link='https://huggingface.co/AstraliteHeart/pony-diffusion-v6/resolve/main/v6.safetensors'\n",
         "  elif ver=='Pony-Diffusion-V6-XL-Turbo-DPO':\n",
         "    if Use_Temp_Storage:\n",
         "      os.makedirs('/content/temp_models', exist_ok=True)\n",

From 421f4b72754f3f1a0fd890561fe52ab361c55de0 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Wed, 9 Oct 2024 19:36:07 +0800
Subject: [PATCH 09/34] Add files via upload

---
 fast_stable_diffusion_ReForge.ipynb | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/fast_stable_diffusion_ReForge.ipynb b/fast_stable_diffusion_ReForge.ipynb
index 605eeb29..33e26e03 100644
--- a/fast_stable_diffusion_ReForge.ipynb
+++ b/fast_stable_diffusion_ReForge.ipynb
@@ -173,7 +173,7 @@
         "\n",
         "#@markdown ---\n",
         "\n",
-        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\", \"Pony-Diffusion-V6-XL\", \"Pony-Diffusion-V6-XL-Turbo-DPO\", \"CommonCanvas-XL-C\", \"CommonCanvas-S-C\", \"CC0-Rebild-Attempt\"]\n",
+        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\", \"AutismMix-Lighting-8steps\", \"Pony-Diffusion-V6-XL-Turbo-DPO\", \"CommonCanvas-XL-C\", \"CommonCanvas-S-C\", \"CC0-Rebild-Attempt\"]\n",
         "\n",
         "#@markdown Or\n",
         "PATH_to_MODEL = \"\" #@param {type:\"string\"}\n",
@@ -273,13 +273,13 @@
         "    else:\n",
         "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd_xl_base_1.0.safetensors'\n",
         "    link='https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors'\n",
-        "  elif ver=='Pony-Diffusion-V6-XL':\n",
+        "  elif ver=='AutismMix-Lighting-8steps':\n",
         "    if Use_Temp_Storage:\n",
         "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/v6.safetensors'\n",
+        "      model='/content/temp_models/autismmixSDXL_autismmixLightning.safetensors'\n",
         "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v6.safetensors'\n",
-        "    link='https://huggingface.co/AstraliteHeart/pony-diffusion-v6/resolve/main/v6.safetensors'\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/autismmixSDXL_autismmixLightning.safetensors'\n",
+        "    link='https://huggingface.co/JoaoBarosa/AutismXL_Pony/resolve/main/autismmixSDXL_autismmixLightning.safetensors'\n",
         "  elif ver=='Pony-Diffusion-V6-XL-Turbo-DPO':\n",
         "    if Use_Temp_Storage:\n",
         "      os.makedirs('/content/temp_models', exist_ok=True)\n",

From 12a38db4e52359d8e9d48ee553fc85ee98940ddd Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Thu, 10 Oct 2024 17:35:22 +0800
Subject: [PATCH 10/34] Add files via upload

---
 fast_stable_diffusion_Forge.ipynb | 725 ++++++++++++++++++++++++++++++
 1 file changed, 725 insertions(+)
 create mode 100644 fast_stable_diffusion_Forge.ipynb

diff --git a/fast_stable_diffusion_Forge.ipynb b/fast_stable_diffusion_Forge.ipynb
new file mode 100644
index 00000000..b7e6b3df
--- /dev/null
+++ b/fast_stable_diffusion_Forge.ipynb
@@ -0,0 +1,725 @@
+{
+  "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {
+        "id": "47kV9o1Ni8GH"
+      },
+      "source": [
+        "# **Colab Pro notebook from https://github.com/TheLastBen/fast-stable-diffusion** *Alternatives : [Paperspace](https://console.paperspace.com/github/TheLastBen/PPS?machine=Free-GPU)*"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "Y9EBc437WDOs"
+      },
+      "outputs": [],
+      "source": [
+        "#@markdown # Connect Google Drive\n",
+        "from google.colab import drive\n",
+        "from IPython.display import clear_output\n",
+        "import ipywidgets as widgets\n",
+        "import os\n",
+        "\n",
+        "def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
+        "Shared_Drive = \"\" #@param {type:\"string\"}\n",
+        "#@markdown - Leave empty if you're not using a shared drive\n",
+        "\n",
+        "print(\"\u001b[0;33mConnecting...\")\n",
+        "drive.mount('/content/gdrive')\n",
+        "\n",
+        "if Shared_Drive!=\"\" and os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
+        "  mainpth=\"Shareddrives/\"+Shared_Drive\n",
+        "else:\n",
+        "  mainpth=\"MyDrive\"\n",
+        "\n",
+        "clear_output()\n",
+        "inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "#@markdown ---"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "CFWtw-6EPrKi"
+      },
+      "outputs": [],
+      "source": [
+        "#@markdown # Install/Update lllyasviel repo\n",
+        "from IPython.utils import capture\n",
+        "from IPython.display import clear_output\n",
+        "from subprocess import getoutput\n",
+        "import ipywidgets as widgets\n",
+        "import sys\n",
+        "import fileinput\n",
+        "import os\n",
+        "import time\n",
+        "import base64\n",
+        "import requests\n",
+        "from urllib.request import urlopen, Request\n",
+        "from urllib.parse import urlparse, parse_qs, unquote\n",
+        "from tqdm import tqdm\n",
+        "import six\n",
+        "\n",
+        "\n",
+        "blsaphemy=base64.b64decode((\"ZWJ1aQ==\").encode('ascii')).decode('ascii')\n",
+        "\n",
+        "if not os.path.exists(\"/content/gdrive\"):\n",
+        "  print('\u001b[1;31mGdrive not connected, using temporary colab storage ...')\n",
+        "  time.sleep(4)\n",
+        "  mainpth=\"MyDrive\"\n",
+        "  !mkdir -p /content/gdrive/$mainpth\n",
+        "  Shared_Drive=\"\"\n",
+        "\n",
+        "if Shared_Drive!=\"\" and not os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
+        "  print('\u001b[1;31mShared drive not detected, using default MyDrive')\n",
+        "  mainpth=\"MyDrive\"\n",
+        "\n",
+        "with capture.capture_output() as cap:\n",
+        "  def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
+        "  fgitclone = \"git clone --depth 1\"\n",
+        "  %mkdir -p /content/gdrive/$mainpth/sd\n",
+        "  %cd /content/gdrive/$mainpth/sd\n",
+        "  !git clone -q --branch master https://github.com/lllyasviel/stable-diffusion-w$blsaphemy\n",
+        "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/cache/\n",
+        "  os.environ['TRANSFORMERS_CACHE']=f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
+        "  os.environ['TORCH_HOME'] = f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
+        "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories\n",
+        "  !git clone https://github.com/AUTOMATIC1111/stable-diffusion-w$blsaphemy-assets /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories/stable-diffusion-webui-assets\n",
+        "\n",
+        "with capture.capture_output() as cap:\n",
+        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
+        "  !git reset --hard\n",
+        "  !git checkout master\n",
+        "  time.sleep(1)\n",
+        "  !rm webui.sh\n",
+        "  !git pull\n",
+        "clear_output()\n",
+        "inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "#@markdown ---"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "ZGV_5H4xrOSp"
+      },
+      "outputs": [],
+      "source": [
+        "#@markdown # Requirements\n",
+        "\n",
+        "print('\u001b[1;32mInstalling requirements...')\n",
+        "\n",
+        "with capture.capture_output() as cap:\n",
+        "  %cd /content/\n",
+        "  !wget -q -i https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dependencies/A1111.txt\n",
+        "  !dpkg -i *.deb\n",
+        "  if not os.path.exists('/content/gdrive/'+mainpth+'/sd/stablediffusion'):\n",
+        "    !tar -C /content/gdrive/$mainpth --zstd -xf sd_mrep.tar.zst\n",
+        "  !tar -C / --zstd -xf gcolabdeps.tar.zst\n",
+        "  !rm *.deb | rm *.zst | rm *.txt\n",
+        "  if not os.path.exists('gdrive/'+mainpth+'/sd/libtcmalloc/libtcmalloc_minimal.so.4'):\n",
+        "    %env CXXFLAGS=-std=c++14\n",
+        "    !wget -q https://github.com/gperftools/gperftools/releases/download/gperftools-2.5/gperftools-2.5.tar.gz && tar zxf gperftools-2.5.tar.gz && mv gperftools-2.5 gperftools\n",
+        "    !wget -q https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/Patch\n",
+        "    %cd /content/gperftools\n",
+        "    !patch -p1 < /content/Patch\n",
+        "    !./configure --enable-minimal --enable-libunwind --enable-frame-pointers --enable-dynamic-sized-delete-support --enable-sized-delete --enable-emergency-malloc; make -j4\n",
+        "    !mkdir -p /content/gdrive/$mainpth/sd/libtcmalloc && cp .libs/libtcmalloc*.so* /content/gdrive/$mainpth/sd/libtcmalloc\n",
+        "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
+        "    %cd /content\n",
+        "    !rm *.tar.gz Patch && rm -r /content/gperftools\n",
+        "  else:\n",
+        "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
+        "\n",
+        "  !pip install controlnet_aux -qq --no-deps\n",
+        "  os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'\n",
+        "  os.environ['PYTHONWARNINGS'] = 'ignore'\n",
+        "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
+        "  !pip install Pillow==9.5.0\n",
+        "\n",
+        "clear_output()\n",
+        "inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "#@markdown ---"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "p4wj_txjP3TC"
+      },
+      "outputs": [],
+      "source": [
+        "#@markdown # Model Download/Load\n",
+        "\n",
+        "import gdown\n",
+        "from gdown.download import get_url_from_gdrive_confirmation\n",
+        "import re\n",
+        "\n",
+        "Use_Temp_Storage = False #@param {type:\"boolean\"}\n",
+        "#@markdown - If not, make sure you have enough space on your gdrive\n",
+        "\n",
+        "#@markdown ---\n",
+        "\n",
+        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\", \"AutismMix-Lighting-8steps\", \"Pony-Diffusion-V6-XL-Turbo-DPO\", \"CommonCanvas-XL-C\", \"CommonCanvas-S-C\", \"CC0-Rebild-Attempt\"]\n",
+        "\n",
+        "#@markdown Or\n",
+        "PATH_to_MODEL = \"\" #@param {type:\"string\"}\n",
+        "#@markdown - Insert the full path of your custom model or to a folder containing multiple models\n",
+        "\n",
+        "#@markdown Or\n",
+        "MODEL_LINK = \"\" #@param {type:\"string\"}\n",
+        "\n",
+        "\n",
+        "def getsrc(url):\n",
+        "    parsed_url = urlparse(url)\n",
+        "    if parsed_url.netloc == 'civitai.com':\n",
+        "        src='civitai'\n",
+        "    elif parsed_url.netloc == 'drive.google.com':\n",
+        "        src='gdrive'\n",
+        "    elif parsed_url.netloc == 'huggingface.co':\n",
+        "        src='huggingface'\n",
+        "    else:\n",
+        "        src='others'\n",
+        "    return src\n",
+        "\n",
+        "src=getsrc(MODEL_LINK)\n",
+        "\n",
+        "def get_name(url, gdrive):\n",
+        "    if not gdrive:\n",
+        "        response = requests.get(url, allow_redirects=False)\n",
+        "        if \"Location\" in response.headers:\n",
+        "            redirected_url = response.headers[\"Location\"]\n",
+        "            quer = parse_qs(urlparse(redirected_url).query)\n",
+        "            if \"response-content-disposition\" in quer:\n",
+        "                disp_val = quer[\"response-content-disposition\"][0].split(\";\")\n",
+        "                for vals in disp_val:\n",
+        "                    if vals.strip().startswith(\"filename=\"):\n",
+        "                        filenm=unquote(vals.split(\"=\", 1)[1].strip())\n",
+        "                        return filenm.replace(\"\\\"\",\"\")\n",
+        "    else:\n",
+        "        headers = {\"User-Agent\": \"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36\"}\n",
+        "        lnk=\"https://drive.google.com/uc?id={id}&export=download\".format(id=url[url.find(\"/d/\")+3:url.find(\"/view\")])\n",
+        "        res = requests.session().get(lnk, headers=headers, stream=True, verify=True)\n",
+        "        res = requests.session().get(get_url_from_gdrive_confirmation(res.text), headers=headers, stream=True, verify=True)\n",
+        "        content_disposition = six.moves.urllib_parse.unquote(res.headers[\"Content-Disposition\"])\n",
+        "        filenm = re.search('attachment; filename=\"(.*?)\"', content_disposition).groups()[0]\n",
+        "        return filenm\n",
+        "\n",
+        "\n",
+        "def dwn(url, dst, msg):\n",
+        "    file_size = None\n",
+        "    req = Request(url, headers={\"User-Agent\": \"torch.hub\"})\n",
+        "    u = urlopen(req)\n",
+        "    meta = u.info()\n",
+        "    if hasattr(meta, 'getheaders'):\n",
+        "        content_length = meta.getheaders(\"Content-Length\")\n",
+        "    else:\n",
+        "        content_length = meta.get_all(\"Content-Length\")\n",
+        "    if content_length is not None and len(content_length) > 0:\n",
+        "        file_size = int(content_length[0])\n",
+        "\n",
+        "    with tqdm(total=file_size, disable=False, mininterval=0.5,\n",
+        "              bar_format=msg+' |{bar:20}| {percentage:3.0f}%') as pbar:\n",
+        "        with open(dst, \"wb\") as f:\n",
+        "            while True:\n",
+        "                buffer = u.read(8192)\n",
+        "                if len(buffer) == 0:\n",
+        "                    break\n",
+        "                f.write(buffer)\n",
+        "                pbar.update(len(buffer))\n",
+        "            f.close()\n",
+        "\n",
+        "\n",
+        "def sdmdls(ver, Use_Temp_Storage):\n",
+        "\n",
+        "  if ver=='1.5':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/v1-5-pruned-emaonly.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v1-5-pruned-emaonly.safetensors'\n",
+        "    link='https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors'\n",
+        "  elif ver=='V2.1-768px':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/v2-1_768-ema-pruned.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v2-1_768-ema-pruned.safetensors'\n",
+        "    link='https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors'\n",
+        "  elif ver=='v1.5 Inpainting':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/sd-v1-5-inpainting.ckpt'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd-v1-5-inpainting.ckpt'\n",
+        "    link='https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-inpainting/resolve/main/sd-v1-5-inpainting.ckpt'\n",
+        "  elif ver=='SDXL':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/sd_xl_base_1.0.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd_xl_base_1.0.safetensors'\n",
+        "    link='https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors'\n",
+        "  elif ver=='AutismMix-Lighting-8steps':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/autismmixSDXL_autismmixLightning.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/autismmixSDXL_autismmixLightning.safetensors'\n",
+        "    link='https://huggingface.co/JoaoBarosa/AutismXL_Pony/resolve/main/autismmixSDXL_autismmixLightning.safetensors'\n",
+        "  elif ver=='Pony-Diffusion-V6-XL-Turbo-DPO':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/ponyDiffusionV6XL_v6TurboDPOMerge.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/ponyDiffusionV6XL_v6TurboDPOMerge.safetensors'\n",
+        "    link='https://huggingface.co/Bakanayatsu/ponyDiffusion-V6-XL-Turbo-DPO/resolve/main/ponyDiffusionV6XL_v6TurboDPOMerge.safetensors'\n",
+        "  elif ver=='CommonCanvas-XL-C':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/commoncanvas_xl_c.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/commoncanvas_xl_c.safetensors'\n",
+        "    link='https://huggingface.co/common-canvas/CommonCanvas-XL-C/resolve/main/commoncanvas_xl_c.safetensors'\n",
+        "  elif ver=='CommonCanvas-S-C':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/commoncanvas_s_c.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/commoncanvas_s_c.safetensors'\n",
+        "    link='https://huggingface.co/common-canvas/CommonCanvas-S-C/resolve/main/commoncanvas_s_c.safetensors'\n",
+        "  elif ver=='CC0-Rebild-Attempt':\n",
+        "    if Use_Temp_Storage:\n",
+        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "      model='/content/temp_models/cc0_atempt_microcosmos-20240709.safetensors'\n",
+        "    else:\n",
+        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/cc0_atempt_microcosmos-20240709.safetensors'\n",
+        "    link='https://huggingface.co/Pixel-Dust/CC0_rebild_attempt/resolve/main/cc0_atempt_microcosmos-20240709.safetensors'\n",
+        "\n",
+        "  if not os.path.exists(model):\n",
+        "    !gdown --fuzzy -O $model $link\n",
+        "    if os.path.exists(model):\n",
+        "      clear_output()\n",
+        "      inf('\\u2714 Done','success', '50px')\n",
+        "    else:\n",
+        "      inf('\\u2718 Something went wrong, try again','danger', \"250px\")\n",
+        "  else:\n",
+        "      clear_output()\n",
+        "      inf('\\u2714 Model already exists','primary', '300px')\n",
+        "\n",
+        "  return model\n",
+        "\n",
+        "\n",
+        "if (PATH_to_MODEL !=''):\n",
+        "  if os.path.exists(str(PATH_to_MODEL)):\n",
+        "    inf('\\u2714 Using the trained model.','success', '200px')\n",
+        "\n",
+        "  else:\n",
+        "      while not os.path.exists(str(PATH_to_MODEL)):\n",
+        "        inf('\\u2718 Wrong path, use the colab file explorer to copy the path : ','danger', \"400px\")\n",
+        "        PATH_to_MODEL=input()\n",
+        "      if os.path.exists(str(PATH_to_MODEL)):\n",
+        "        inf('\\u2714 Using the custom model.','success', '200px')\n",
+        "\n",
+        "  model=PATH_to_MODEL\n",
+        "\n",
+        "elif MODEL_LINK != \"\":\n",
+        "\n",
+        "      if src=='civitai':\n",
+        "         modelname=get_name(MODEL_LINK, False)\n",
+        "         if Use_Temp_Storage:\n",
+        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "            model=f'/content/temp_models/{modelname}'\n",
+        "         else:\n",
+        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+        "         if not os.path.exists(model):\n",
+        "            dwn(MODEL_LINK, model, 'Downloading the custom model')\n",
+        "            clear_output()\n",
+        "         else:\n",
+        "            inf('\\u2714 Model already exists','primary', '300px')\n",
+        "      elif src=='gdrive':\n",
+        "         modelname=get_name(MODEL_LINK, True)\n",
+        "         if Use_Temp_Storage:\n",
+        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "            model=f'/content/temp_models/{modelname}'\n",
+        "         else:\n",
+        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+        "         if not os.path.exists(model):\n",
+        "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
+        "            clear_output()\n",
+        "         else:\n",
+        "            inf('\\u2714 Model already exists','primary', '300px')\n",
+        "      else:\n",
+        "         modelname=os.path.basename(MODEL_LINK)\n",
+        "         if Use_Temp_Storage:\n",
+        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+        "            model=f'/content/temp_models/{modelname}'\n",
+        "         else:\n",
+        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+        "         if not os.path.exists(model):\n",
+        "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
+        "            clear_output()\n",
+        "         else:\n",
+        "            inf('\\u2714 Model already exists','primary', '700px')\n",
+        "\n",
+        "      if os.path.exists(model) and os.path.getsize(model) > 1810671599:\n",
+        "        inf('\\u2714 Model downloaded, using the custom model.','success', '300px')\n",
+        "      else:\n",
+        "        !rm model\n",
+        "        inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
+        "\n",
+        "else:\n",
+        "  model=sdmdls(Model_Version, Use_Temp_Storage)\n",
+        "\n",
+        "#@markdown ---"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "Svx6Hx0iUPd1"
+      },
+      "outputs": [],
+      "source": [
+        "#@markdown # Download LoRA\n",
+        "\n",
+        "LoRA_LINK = \"\" #@param {type:\"string\"}\n",
+        "\n",
+        "if LoRA_LINK == \"\":\n",
+        "  inf('\\u2714 Nothing to do','primary', '200px')\n",
+        "else:\n",
+        "  os.makedirs('/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Lora', exist_ok=True)\n",
+        "\n",
+        "  src=getsrc(LoRA_LINK)\n",
+        "\n",
+        "  if src=='civitai':\n",
+        "      modelname=get_name(LoRA_LINK, False)\n",
+        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+        "      if not os.path.exists(loramodel):\n",
+        "        dwn(LoRA_LINK, loramodel, 'Downloading the LoRA model '+modelname)\n",
+        "        clear_output()\n",
+        "      else:\n",
+        "        inf('\\u2714 Model already exists','primary', '200px')\n",
+        "  elif src=='gdrive':\n",
+        "      modelname=get_name(LoRA_LINK, True)\n",
+        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+        "      if not os.path.exists(loramodel):\n",
+        "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
+        "        clear_output()\n",
+        "      else:\n",
+        "        inf('\\u2714 Model already exists','primary', '200px')\n",
+        "  else:\n",
+        "      modelname=os.path.basename(LoRA_LINK)\n",
+        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+        "      if not os.path.exists(loramodel):\n",
+        "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
+        "        clear_output()\n",
+        "      else:\n",
+        "        inf('\\u2714 Model already exists','primary', '200px')\n",
+        "\n",
+        "  if os.path.exists(loramodel) :\n",
+        "    inf('\\u2714 LoRA downloaded','success', '200px')\n",
+        "  else:\n",
+        "    inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
+        "\n",
+        "#@markdown ---"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "zC3Rz1b2TBcB"
+      },
+      "outputs": [],
+      "source": [
+        "#@markdown # ControlNet\n",
+        "from torch.hub import download_url_to_file\n",
+        "from urllib.parse import urlparse\n",
+        "import re\n",
+        "from subprocess import run\n",
+        "\n",
+        "XL_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"Sketch\", \"OpenPose\", \"Recolor\"]\n",
+        "\n",
+        "v1_Model = \"None\" #@param [ \"None\", \"All (21GB)\", \"Canny\", \"Depth\", \"Lineart\", \"MLSD\", \"Normal\", \"OpenPose\", \"Scribble\", \"Seg\", \"ip2p\", \"Shuffle\", \"Inpaint\", \"Softedge\", \"Lineart_Anime\", \"Tile\", \"T2iadapter_Models\"]\n",
+        "\n",
+        "v2_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"HED\", \"OpenPose\", \"Scribble\"]\n",
+        "\n",
+        "#@markdown - Download/update ControlNet extension and its models\n",
+        "\n",
+        "def download(url, model_dir):\n",
+        "\n",
+        "    filename = os.path.basename(urlparse(url).path)\n",
+        "    pth = os.path.abspath(os.path.join(model_dir, filename))\n",
+        "    if not os.path.exists(pth):\n",
+        "        print('Downloading: '+os.path.basename(url))\n",
+        "        download_url_to_file(url, pth, hash_prefix=None, progress=True)\n",
+        "    else:\n",
+        "      print(f\"\u001b[1;32mThe model {filename} already exists\u001b[0m\")\n",
+        "\n",
+        "\n",
+        "Canny='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_canny_mid.safetensors'\n",
+        "Depth='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_depth_mid.safetensors'\n",
+        "Sketch='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_sketch_256lora.safetensors'\n",
+        "OpenPose='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/thibaud_xl_openpose_256lora.safetensors'\n",
+        "Recolor='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_recolor_128lora.safetensors'\n",
+        "\n",
+        "\n",
+        "with capture.capture_output() as cap:\n",
+        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions\n",
+        "  if not os.path.exists('sd-w'+blsaphemy+'-controlnet'):\n",
+        "    !git clone https://github.com/Mikubill/sd-w$blsaphemy-controlnet.git\n",
+        "    %cd /content\n",
+        "  else:\n",
+        "    %cd sd-w$blsaphemy-controlnet\n",
+        "    !git reset --hard\n",
+        "    !git pull\n",
+        "    %cd /content\n",
+        "\n",
+        "mdldir='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/extensions/sd-w'+blsaphemy+'-controlnet/models'\n",
+        "for filename in os.listdir(mdldir):\n",
+        "  if \"_sd14v1\" in filename:\n",
+        "    renamed = re.sub(\"_sd14v1\", \"-fp16\", filename)\n",
+        "    os.rename(os.path.join(mdldir, filename), os.path.join(mdldir, renamed))\n",
+        "\n",
+        "!wget -q -O CN_models.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models.txt\n",
+        "!wget -q -O CN_models_v2.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_v2.txt\n",
+        "!wget -q -O CN_models_XL.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_XL.txt\n",
+        "\n",
+        "\n",
+        "with open(\"CN_models.txt\", 'r') as f:\n",
+        "  mdllnk = f.read().splitlines()\n",
+        "with open(\"CN_models_v2.txt\", 'r') as d:\n",
+        "  mdllnk_v2 = d.read().splitlines()\n",
+        "with open(\"CN_models_XL.txt\", 'r') as d:\n",
+        "  mdllnk_XL = d.read().splitlines()\n",
+        "\n",
+        "!rm CN_models.txt CN_models_v2.txt CN_models_XL.txt\n",
+        "\n",
+        "\n",
+        "if XL_Model == \"All\":\n",
+        "  for lnk_XL in mdllnk_XL:\n",
+        "      download(lnk_XL, mdldir)\n",
+        "  clear_output()\n",
+        "  inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "elif XL_Model == \"None\":\n",
+        "    pass\n",
+        "    clear_output()\n",
+        "    inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "else:\n",
+        "  download(globals()[XL_Model], mdldir)\n",
+        "  clear_output()\n",
+        "  inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "\n",
+        "Canny='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny.pth'\n",
+        "Depth='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth.pth'\n",
+        "Lineart='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart.pth'\n",
+        "MLSD='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd.pth'\n",
+        "Normal='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae.pth'\n",
+        "OpenPose='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose.pth'\n",
+        "Scribble='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble.pth'\n",
+        "Seg='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg.pth'\n",
+        "ip2p='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p.pth'\n",
+        "Shuffle='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle.pth'\n",
+        "Inpaint='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint.pth'\n",
+        "Softedge='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge.pth'\n",
+        "Lineart_Anime='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime.pth'\n",
+        "Tile='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile.pth'\n",
+        "\n",
+        "\n",
+        "with capture.capture_output() as cap:\n",
+        "  cfgnames=[os.path.basename(url).split('.')[0]+'.yaml' for url in mdllnk_v2]\n",
+        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions/sd-w$blsaphemy-controlnet/models\n",
+        "  for name in cfgnames:\n",
+        "      run(['cp', 'cldm_v21.yaml', name])\n",
+        "  %cd /content\n",
+        "\n",
+        "if v1_Model == \"All (21GB)\":\n",
+        "  for lnk in mdllnk:\n",
+        "      download(lnk, mdldir)\n",
+        "  clear_output()\n",
+        "\n",
+        "elif v1_Model == \"T2iadapter_Models\":\n",
+        "  mdllnk=list(filter(lambda x: 't2i' in x, mdllnk))\n",
+        "  for lnk in mdllnk:\n",
+        "      download(lnk, mdldir)\n",
+        "  clear_output()\n",
+        "\n",
+        "elif v1_Model == \"None\":\n",
+        "    pass\n",
+        "    clear_output()\n",
+        "\n",
+        "else:\n",
+        "  download(globals()[v1_Model], mdldir)\n",
+        "  clear_output()\n",
+        "\n",
+        "Canny='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_canny.safetensors'\n",
+        "Depth='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_depth.safetensors'\n",
+        "HED='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_hed.safetensors'\n",
+        "OpenPose='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_openposev2.safetensors'\n",
+        "Scribble='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_scribble.safetensors'\n",
+        "\n",
+        "\n",
+        "if v2_Model == \"All\":\n",
+        "  for lnk_v2 in mdllnk_v2:\n",
+        "      download(lnk_v2, mdldir)\n",
+        "  clear_output()\n",
+        "  inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "elif v2_Model == \"None\":\n",
+        "    pass\n",
+        "    clear_output()\n",
+        "    inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "else:\n",
+        "  download(globals()[v2_Model], mdldir)\n",
+        "  clear_output()\n",
+        "  inf('\\u2714 Done','success', '50px')\n",
+        "\n",
+        "  #@markdown ---"
+      ]
+    },
+    {
+      "cell_type": "code",
+      "execution_count": null,
+      "metadata": {
+        "cellView": "form",
+        "id": "PjzwxTkPSPHf"
+      },
+      "outputs": [],
+      "source": [
+        "#@markdown # Start Stable-Diffusion\n",
+        "from IPython.utils import capture\n",
+        "import time\n",
+        "import sys\n",
+        "import fileinput\n",
+        "from pyngrok import ngrok, conf\n",
+        "import re\n",
+        "\n",
+        "\n",
+        "Use_Cloudflare_Tunnel = False #@param {type:\"boolean\"}\n",
+        "#@markdown - Offers better gradio responsivity\n",
+        "\n",
+        "Ngrok_token = \"\" #@param {type:\"string\"}\n",
+        "\n",
+        "#@markdown - Input your ngrok token if you want to use ngrok server\n",
+        "\n",
+        "User = \"\" #@param {type:\"string\"}\n",
+        "Password= \"\" #@param {type:\"string\"}\n",
+        "#@markdown - Add credentials to your Gradio interface (optional)\n",
+        "\n",
+        "auth=f\"--gradio-auth {User}:{Password}\"\n",
+        "if User ==\"\" or Password==\"\":\n",
+        "  auth=\"\"\n",
+        "\n",
+        "\n",
+        "with capture.capture_output() as cap:\n",
+        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/\n",
+        "  !wget -q -O extras.py https://raw.githubusercontent.com/lllyasviel/stable-diffusion-w$blsaphemy/master/modules/extras.py\n",
+        "  !wget -q -O sd_models.py https://raw.githubusercontent.com/lllyasviel/stable-diffusion-w$blsaphemy/master/modules/sd_models.py\n",
+        "  !wget -q -O /usr/local/lib/python3.10/dist-packages/gradio/blocks.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/blocks.py\n",
+        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
+        "  \n",
+        "  !sed -i 's@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title;model.half()@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/sd_models.py\n",
+        "  #!sed -i 's@ui.create_ui().*@ui.create_ui();shared.demo.queue(concurrency_count=999999,status_update_rate=0.1)@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py\n",
+        "  !sed -i \"s@map_location='cpu'@map_location='cuda'@\" /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/extras.py\n",
+        "\n",
+        "  !sed -i 's@possible_sd_paths =.*@possible_sd_paths = [\\\"/content/gdrive/{mainpth}/sd/stablediffusion\\\"]@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+        "  !sed -i 's@\\.\\.\\/@src/@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+        "  !sed -i 's@src/generative-models@generative-models@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+        "\n",
+        "  !sed -i 's@print(\\\"No module.*@@' /content/gdrive/$mainpth/sd/stablediffusion/ldm/modules/diffusionmodules/model.py\n",
+        "  !sed -i 's@\\[\"sd_model_checkpoint\"\\]@\\[\"sd_model_checkpoint\", \"sd_vae\", \"CLIP_stop_at_last_layers\", \"inpainting_mask_weight\", \"initial_noise_multiplier\"\\]@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/shared.py\n",
+        "\n",
+        "share=''\n",
+        "if Ngrok_token!=\"\":\n",
+        "  ngrok.kill()\n",
+        "  srv=ngrok.connect(7860, pyngrok_config=conf.PyngrokConfig(auth_token=Ngrok_token) , bind_tls=True).public_url\n",
+        "\n",
+        "  for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
+        "    if line.strip().startswith('self.server_name ='):\n",
+        "        line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
+        "    if line.strip().startswith('self.protocol = \"https\"'):\n",
+        "        line = '            self.protocol = \"https\"\\n'\n",
+        "    if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
+        "        line = ''\n",
+        "    if line.strip().startswith('else \"http\"'):\n",
+        "        line = ''\n",
+        "    sys.stdout.write(line)\n",
+        "\n",
+        "elif Use_Cloudflare_Tunnel:\n",
+        "  with capture.capture_output() as cap:\n",
+        "    !pkill cloudflared\n",
+        "    time.sleep(4)\n",
+        "    !nohup cloudflared tunnel --url http://localhost:7860 > /content/srv.txt 2>&1 &\n",
+        "    time.sleep(4)\n",
+        "    with open('/content/srv.txt', \"r\") as file: text = file.read()\n",
+        "    srv= re.findall(r\"https?://(?:\\S+?\\.)?trycloudflare\\.com\\S*\", text)[0]\n",
+        "\n",
+        "    for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
+        "      if line.strip().startswith('self.server_name ='):\n",
+        "          line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
+        "      if line.strip().startswith('self.protocol = \"https\"'):\n",
+        "          line = '            self.protocol = \"https\"\\n'\n",
+        "      if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
+        "          line = ''\n",
+        "      if line.strip().startswith('else \"http\"'):\n",
+        "          line = ''\n",
+        "      sys.stdout.write(line)\n",
+        "\n",
+        "    !rm /content/srv.txt\n",
+        "\n",
+        "else:\n",
+        "  share='--share'\n",
+        "\n",
+        "ckptdir=''\n",
+        "if os.path.exists('/content/temp_models'):\n",
+        "  ckptdir='--ckpt-dir /content/temp_models'\n",
+        "\n",
+        "try:\n",
+        "  model\n",
+        "  if os.path.isfile(model):\n",
+        "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir\n",
+        "  else:\n",
+        "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt-dir \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check\n",
+        "except:\n",
+        "   !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir"
+      ]
+    }
+  ],
+  "metadata": {
+    "accelerator": "GPU",
+    "colab": {
+      "provenance": []
+    },
+    "gpuClass": "standard",
+    "kernelspec": {
+      "display_name": "Python 3",
+      "name": "python3"
+    },
+    "language_info": {
+      "name": "python"
+    }
+  },
+  "nbformat": 4,
+  "nbformat_minor": 0
+}

From 40b2f023c6a5d96e6e5be9a3278eddb33a0fd9d1 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Fri, 11 Oct 2024 09:24:33 +0800
Subject: [PATCH 11/34] Update fast_stable_diffusion_AUTOMATIC1111.ipynb

---
 fast_stable_diffusion_AUTOMATIC1111.ipynb | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/fast_stable_diffusion_AUTOMATIC1111.ipynb b/fast_stable_diffusion_AUTOMATIC1111.ipynb
index 5c83a0b5..c91cbb28 100644
--- a/fast_stable_diffusion_AUTOMATIC1111.ipynb
+++ b/fast_stable_diffusion_AUTOMATIC1111.ipynb
@@ -145,6 +145,7 @@
         "  os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'\n",
         "  os.environ['PYTHONWARNINGS'] = 'ignore'\n",
         "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
+        "  !pip install Pillow==9.5.0\n",
         "\n",
         "clear_output()\n",
         "inf('\\u2714 Done','success', '50px')\n",
@@ -250,7 +251,7 @@
         "      model='/content/temp_models/v1-5-pruned-emaonly.safetensors'\n",
         "    else:\n",
         "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v1-5-pruned-emaonly.safetensors'\n",
-        "    link='https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors'\n",
+        "    link='https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors'\n",
         "  elif ver=='V2.1-768px':\n",
         "    if Use_Temp_Storage:\n",
         "      os.makedirs('/content/temp_models', exist_ok=True)\n",
@@ -264,7 +265,7 @@
         "      model='/content/temp_models/sd-v1-5-inpainting.ckpt'\n",
         "    else:\n",
         "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd-v1-5-inpainting.ckpt'\n",
-        "    link='https://huggingface.co/runwayml/stable-diffusion-inpainting/resolve/main/sd-v1-5-inpainting.ckpt'\n",
+        "    link='https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-inpainting/resolve/main/sd-v1-5-inpainting.ckpt'\n",
         "  elif ver=='SDXL':\n",
         "    if Use_Temp_Storage:\n",
         "      os.makedirs('/content/temp_models', exist_ok=True)\n",

From 39514f2054d53a8b801ab30d8191eac1193783d4 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Fri, 11 Oct 2024 09:28:18 +0800
Subject: [PATCH 12/34] Update fast_stable_diffusion_Forge.ipynb

---
 fast_stable_diffusion_Forge.ipynb | 37 +------------------------------
 1 file changed, 1 insertion(+), 36 deletions(-)

diff --git a/fast_stable_diffusion_Forge.ipynb b/fast_stable_diffusion_Forge.ipynb
index b7e6b3df..9d7828b3 100644
--- a/fast_stable_diffusion_Forge.ipynb
+++ b/fast_stable_diffusion_Forge.ipynb
@@ -173,7 +173,7 @@
         "\n",
         "#@markdown ---\n",
         "\n",
-        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\", \"AutismMix-Lighting-8steps\", \"Pony-Diffusion-V6-XL-Turbo-DPO\", \"CommonCanvas-XL-C\", \"CommonCanvas-S-C\", \"CC0-Rebild-Attempt\"]\n",
+        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\""]\n",
         "\n",
         "#@markdown Or\n",
         "PATH_to_MODEL = \"\" #@param {type:\"string\"}\n",
@@ -273,41 +273,6 @@
         "    else:\n",
         "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd_xl_base_1.0.safetensors'\n",
         "    link='https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors'\n",
-        "  elif ver=='AutismMix-Lighting-8steps':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/autismmixSDXL_autismmixLightning.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/autismmixSDXL_autismmixLightning.safetensors'\n",
-        "    link='https://huggingface.co/JoaoBarosa/AutismXL_Pony/resolve/main/autismmixSDXL_autismmixLightning.safetensors'\n",
-        "  elif ver=='Pony-Diffusion-V6-XL-Turbo-DPO':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/ponyDiffusionV6XL_v6TurboDPOMerge.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/ponyDiffusionV6XL_v6TurboDPOMerge.safetensors'\n",
-        "    link='https://huggingface.co/Bakanayatsu/ponyDiffusion-V6-XL-Turbo-DPO/resolve/main/ponyDiffusionV6XL_v6TurboDPOMerge.safetensors'\n",
-        "  elif ver=='CommonCanvas-XL-C':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/commoncanvas_xl_c.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/commoncanvas_xl_c.safetensors'\n",
-        "    link='https://huggingface.co/common-canvas/CommonCanvas-XL-C/resolve/main/commoncanvas_xl_c.safetensors'\n",
-        "  elif ver=='CommonCanvas-S-C':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/commoncanvas_s_c.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/commoncanvas_s_c.safetensors'\n",
-        "    link='https://huggingface.co/common-canvas/CommonCanvas-S-C/resolve/main/commoncanvas_s_c.safetensors'\n",
-        "  elif ver=='CC0-Rebild-Attempt':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/cc0_atempt_microcosmos-20240709.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/cc0_atempt_microcosmos-20240709.safetensors'\n",
-        "    link='https://huggingface.co/Pixel-Dust/CC0_rebild_attempt/resolve/main/cc0_atempt_microcosmos-20240709.safetensors'\n",
         "\n",
         "  if not os.path.exists(model):\n",
         "    !gdown --fuzzy -O $model $link\n",

From 54879348e66f3c86f3791d64dfd0c5d0830fbcce Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Fri, 11 Oct 2024 09:29:03 +0800
Subject: [PATCH 13/34] Update fast_stable_diffusion_Forge.ipynb

---
 fast_stable_diffusion_Forge.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/fast_stable_diffusion_Forge.ipynb b/fast_stable_diffusion_Forge.ipynb
index 9d7828b3..a7ef3d7c 100644
--- a/fast_stable_diffusion_Forge.ipynb
+++ b/fast_stable_diffusion_Forge.ipynb
@@ -173,7 +173,7 @@
         "\n",
         "#@markdown ---\n",
         "\n",
-        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\""]\n",
+        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\"]\n",
         "\n",
         "#@markdown Or\n",
         "PATH_to_MODEL = \"\" #@param {type:\"string\"}\n",

From 7d101fa7ec818516142e2898b48b8f615ee85e83 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Fri, 11 Oct 2024 09:30:18 +0800
Subject: [PATCH 14/34] Update fast_stable_diffusion_ReForge.ipynb

---
 fast_stable_diffusion_ReForge.ipynb | 37 +----------------------------
 1 file changed, 1 insertion(+), 36 deletions(-)

diff --git a/fast_stable_diffusion_ReForge.ipynb b/fast_stable_diffusion_ReForge.ipynb
index 33e26e03..b291d559 100644
--- a/fast_stable_diffusion_ReForge.ipynb
+++ b/fast_stable_diffusion_ReForge.ipynb
@@ -173,7 +173,7 @@
         "\n",
         "#@markdown ---\n",
         "\n",
-        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\", \"AutismMix-Lighting-8steps\", \"Pony-Diffusion-V6-XL-Turbo-DPO\", \"CommonCanvas-XL-C\", \"CommonCanvas-S-C\", \"CC0-Rebild-Attempt\"]\n",
+        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\"]\n",
         "\n",
         "#@markdown Or\n",
         "PATH_to_MODEL = \"\" #@param {type:\"string\"}\n",
@@ -273,41 +273,6 @@
         "    else:\n",
         "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd_xl_base_1.0.safetensors'\n",
         "    link='https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors'\n",
-        "  elif ver=='AutismMix-Lighting-8steps':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/autismmixSDXL_autismmixLightning.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/autismmixSDXL_autismmixLightning.safetensors'\n",
-        "    link='https://huggingface.co/JoaoBarosa/AutismXL_Pony/resolve/main/autismmixSDXL_autismmixLightning.safetensors'\n",
-        "  elif ver=='Pony-Diffusion-V6-XL-Turbo-DPO':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/ponyDiffusionV6XL_v6TurboDPOMerge.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/ponyDiffusionV6XL_v6TurboDPOMerge.safetensors'\n",
-        "    link='https://huggingface.co/Bakanayatsu/ponyDiffusion-V6-XL-Turbo-DPO/resolve/main/ponyDiffusionV6XL_v6TurboDPOMerge.safetensors'\n",
-        "  elif ver=='CommonCanvas-XL-C':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/commoncanvas_xl_c.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/commoncanvas_xl_c.safetensors'\n",
-        "    link='https://huggingface.co/common-canvas/CommonCanvas-XL-C/resolve/main/commoncanvas_xl_c.safetensors'\n",
-        "  elif ver=='CommonCanvas-S-C':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/commoncanvas_s_c.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/commoncanvas_s_c.safetensors'\n",
-        "    link='https://huggingface.co/common-canvas/CommonCanvas-S-C/resolve/main/commoncanvas_s_c.safetensors'\n",
-        "  elif ver=='CC0-Rebild-Attempt':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/cc0_atempt_microcosmos-20240709.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/cc0_atempt_microcosmos-20240709.safetensors'\n",
-        "    link='https://huggingface.co/Pixel-Dust/CC0_rebild_attempt/resolve/main/cc0_atempt_microcosmos-20240709.safetensors'\n",
         "\n",
         "  if not os.path.exists(model):\n",
         "    !gdown --fuzzy -O $model $link\n",

From 09e7f4cde93723ccea0b23fd419014778b654082 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Wed, 13 Nov 2024 22:08:13 +0800
Subject: [PATCH 15/34] Update fast_stable_diffusion_AUTOMATIC1111.ipynb

---
 fast_stable_diffusion_AUTOMATIC1111.ipynb | 1 +
 1 file changed, 1 insertion(+)

diff --git a/fast_stable_diffusion_AUTOMATIC1111.ipynb b/fast_stable_diffusion_AUTOMATIC1111.ipynb
index c91cbb28..aa0ab10b 100644
--- a/fast_stable_diffusion_AUTOMATIC1111.ipynb
+++ b/fast_stable_diffusion_AUTOMATIC1111.ipynb
@@ -146,6 +146,7 @@
         "  os.environ['PYTHONWARNINGS'] = 'ignore'\n",
         "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
         "  !pip install Pillow==9.5.0\n",
+        "  !pip install protobuf==3.20.3\n",
         "\n",
         "clear_output()\n",
         "inf('\\u2714 Done','success', '50px')\n",

From f0c3291a83eae5876d4922f262095e47f3e18c5b Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Wed, 13 Nov 2024 22:08:36 +0800
Subject: [PATCH 16/34] Update fast_stable_diffusion_Forge.ipynb

---
 fast_stable_diffusion_Forge.ipynb | 1 +
 1 file changed, 1 insertion(+)

diff --git a/fast_stable_diffusion_Forge.ipynb b/fast_stable_diffusion_Forge.ipynb
index a7ef3d7c..a0a9e9ed 100644
--- a/fast_stable_diffusion_Forge.ipynb
+++ b/fast_stable_diffusion_Forge.ipynb
@@ -146,6 +146,7 @@
         "  os.environ['PYTHONWARNINGS'] = 'ignore'\n",
         "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
         "  !pip install Pillow==9.5.0\n",
+        "  !pip install protobuf==3.20.3\n",
         "\n",
         "clear_output()\n",
         "inf('\\u2714 Done','success', '50px')\n",

From 7aa7e467d568f80fc146cef13c53f01f46ddf83a Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Wed, 13 Nov 2024 22:08:51 +0800
Subject: [PATCH 17/34] Update fast_stable_diffusion_ReForge.ipynb

---
 fast_stable_diffusion_ReForge.ipynb | 1 +
 1 file changed, 1 insertion(+)

diff --git a/fast_stable_diffusion_ReForge.ipynb b/fast_stable_diffusion_ReForge.ipynb
index b291d559..86839b35 100644
--- a/fast_stable_diffusion_ReForge.ipynb
+++ b/fast_stable_diffusion_ReForge.ipynb
@@ -146,6 +146,7 @@
         "  os.environ['PYTHONWARNINGS'] = 'ignore'\n",
         "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
         "  !pip install Pillow==9.5.0\n",
+        "  !pip install protobuf==3.20.3\n",
         "\n",
         "clear_output()\n",
         "inf('\\u2714 Done','success', '50px')\n",

From da0b17d7d2ae2e883ab0e129617a3e2669a2b1c9 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Fri, 22 Nov 2024 19:49:53 +0800
Subject: [PATCH 18/34] Rename fast_stable_diffusion_AUTOMATIC1111.ipynb to
 fast_stable_diffusion_AUTOMATIC1111-old.ipynb

---
 ...TIC1111.ipynb => fast_stable_diffusion_AUTOMATIC1111-old.ipynb | 0
 1 file changed, 0 insertions(+), 0 deletions(-)
 rename fast_stable_diffusion_AUTOMATIC1111.ipynb => fast_stable_diffusion_AUTOMATIC1111-old.ipynb (100%)

diff --git a/fast_stable_diffusion_AUTOMATIC1111.ipynb b/fast_stable_diffusion_AUTOMATIC1111-old.ipynb
similarity index 100%
rename from fast_stable_diffusion_AUTOMATIC1111.ipynb
rename to fast_stable_diffusion_AUTOMATIC1111-old.ipynb

From 8a53b9af149d8a7af8d6f5f864bca4c1c597d1e4 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Fri, 22 Nov 2024 19:50:08 +0800
Subject: [PATCH 19/34] Add files via upload

---
 fast_stable_diffusion_AUTOMATIC1111.ipynb | 690 ++++++++++++++++++++++
 1 file changed, 690 insertions(+)
 create mode 100644 fast_stable_diffusion_AUTOMATIC1111.ipynb

diff --git a/fast_stable_diffusion_AUTOMATIC1111.ipynb b/fast_stable_diffusion_AUTOMATIC1111.ipynb
new file mode 100644
index 00000000..4478dfd3
--- /dev/null
+++ b/fast_stable_diffusion_AUTOMATIC1111.ipynb
@@ -0,0 +1,690 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "47kV9o1Ni8GH"
+   },
+   "source": [
+    "# **Colab Pro notebook from https://github.com/TheLastBen/fast-stable-diffusion** *Alternatives : [Paperspace](https://console.paperspace.com/github/TheLastBen/PPS?machine=Free-GPU)*"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "Y9EBc437WDOs"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Connect Google Drive\n",
+    "from google.colab import drive\n",
+    "from IPython.display import clear_output\n",
+    "import ipywidgets as widgets\n",
+    "import os\n",
+    "\n",
+    "def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
+    "Shared_Drive = \"\" #@param {type:\"string\"}\n",
+    "#@markdown - Leave empty if you're not using a shared drive\n",
+    "\n",
+    "print(\"\u001b[0;33mConnecting...\")\n",
+    "drive.mount('/content/gdrive')\n",
+    "\n",
+    "if Shared_Drive!=\"\" and os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
+    "  mainpth=\"Shareddrives/\"+Shared_Drive\n",
+    "else:\n",
+    "  mainpth=\"MyDrive\"\n",
+    "\n",
+    "clear_output()\n",
+    "inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "CFWtw-6EPrKi"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Install/Update AUTOMATIC1111 repo\n",
+    "from IPython.utils import capture\n",
+    "from IPython.display import clear_output\n",
+    "from subprocess import getoutput\n",
+    "import ipywidgets as widgets\n",
+    "import sys\n",
+    "import fileinput\n",
+    "import os\n",
+    "import time\n",
+    "import base64\n",
+    "import requests\n",
+    "from urllib.request import urlopen, Request\n",
+    "from urllib.parse import urlparse, parse_qs, unquote\n",
+    "from tqdm import tqdm\n",
+    "import six\n",
+    "\n",
+    "\n",
+    "blsaphemy=base64.b64decode((\"ZWJ1aQ==\").encode('ascii')).decode('ascii')\n",
+    "\n",
+    "if not os.path.exists(\"/content/gdrive\"):\n",
+    "  print('\u001b[1;31mGdrive not connected, using temporary colab storage ...')\n",
+    "  time.sleep(4)\n",
+    "  mainpth=\"MyDrive\"\n",
+    "  !mkdir -p /content/gdrive/$mainpth\n",
+    "  Shared_Drive=\"\"\n",
+    "\n",
+    "if Shared_Drive!=\"\" and not os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
+    "  print('\u001b[1;31mShared drive not detected, using default MyDrive')\n",
+    "  mainpth=\"MyDrive\"\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
+    "  fgitclone = \"git clone --depth 1\"\n",
+    "  %mkdir -p /content/gdrive/$mainpth/sd\n",
+    "  %cd /content/gdrive/$mainpth/sd\n",
+    "  !git clone -q --branch master https://github.com/AUTOMATIC1111/stable-diffusion-w$blsaphemy\n",
+    "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/cache/\n",
+    "  os.environ['TRANSFORMERS_CACHE']=f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
+    "  os.environ['TORCH_HOME'] = f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
+    "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories\n",
+    "  !git clone https://github.com/AUTOMATIC1111/stable-diffusion-w$blsaphemy-assets /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories/stable-diffusion-webui-assets\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
+    "  !git reset --hard\n",
+    "  !git checkout master\n",
+    "  time.sleep(1)\n",
+    "  !rm webui.sh\n",
+    "  !git pull\n",
+    "clear_output()\n",
+    "inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "ZGV_5H4xrOSp"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Requirements\n",
+    "\n",
+    "print('\u001b[1;32mInstalling requirements...')\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  %cd /content/\n",
+    "  !wget -q -i https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dependencies/A1111.txt\n",
+    "  !dpkg -i *.deb\n",
+    "  if not os.path.exists('/content/gdrive/'+mainpth+'/sd/stablediffusion'):\n",
+    "    !tar -C /content/gdrive/$mainpth --zstd -xf sd_mrep.tar.zst\n",
+    "  !tar -C / --zstd -xf gcolabdeps.tar.zst\n",
+    "  !rm *.deb | rm *.zst | rm *.txt\n",
+    "  if not os.path.exists('gdrive/'+mainpth+'/sd/libtcmalloc/libtcmalloc_minimal.so.4'):\n",
+    "    %env CXXFLAGS=-std=c++14\n",
+    "    !wget -q https://github.com/gperftools/gperftools/releases/download/gperftools-2.5/gperftools-2.5.tar.gz && tar zxf gperftools-2.5.tar.gz && mv gperftools-2.5 gperftools\n",
+    "    !wget -q https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/Patch\n",
+    "    %cd /content/gperftools\n",
+    "    !patch -p1 < /content/Patch\n",
+    "    !./configure --enable-minimal --enable-libunwind --enable-frame-pointers --enable-dynamic-sized-delete-support --enable-sized-delete --enable-emergency-malloc; make -j4\n",
+    "    !mkdir -p /content/gdrive/$mainpth/sd/libtcmalloc && cp .libs/libtcmalloc*.so* /content/gdrive/$mainpth/sd/libtcmalloc\n",
+    "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
+    "    %cd /content\n",
+    "    !rm *.tar.gz Patch && rm -r /content/gperftools\n",
+    "  else:\n",
+    "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
+    "\n",
+    "  !pip install controlnet_aux -qq --no-deps\n",
+    "  !rm -r /usr/local/lib/python3.10/dist-packages/google/_upb\n",
+    "  os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'\n",
+    "  os.environ['PYTHONWARNINGS'] = 'ignore'\n",
+    "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
+    "\n",
+    "clear_output()\n",
+    "inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "p4wj_txjP3TC"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Model Download/Load\n",
+    "\n",
+    "import gdown\n",
+    "from gdown.download import get_url_from_gdrive_confirmation\n",
+    "import re\n",
+    "\n",
+    "Use_Temp_Storage = False #@param {type:\"boolean\"}\n",
+    "#@markdown - If not, make sure you have enough space on your gdrive\n",
+    "\n",
+    "#@markdown ---\n",
+    "\n",
+    "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\"]\n",
+    "\n",
+    "#@markdown Or\n",
+    "PATH_to_MODEL = \"\" #@param {type:\"string\"}\n",
+    "#@markdown - Insert the full path of your custom model or to a folder containing multiple models\n",
+    "\n",
+    "#@markdown Or\n",
+    "MODEL_LINK = \"\" #@param {type:\"string\"}\n",
+    "\n",
+    "\n",
+    "def getsrc(url):\n",
+    "    parsed_url = urlparse(url)\n",
+    "    if parsed_url.netloc == 'civitai.com':\n",
+    "        src='civitai'\n",
+    "    elif parsed_url.netloc == 'drive.google.com':\n",
+    "        src='gdrive'\n",
+    "    elif parsed_url.netloc == 'huggingface.co':\n",
+    "        src='huggingface'\n",
+    "    else:\n",
+    "        src='others'\n",
+    "    return src\n",
+    "\n",
+    "src=getsrc(MODEL_LINK)\n",
+    "\n",
+    "def get_name(url, gdrive):\n",
+    "    if not gdrive:\n",
+    "        response = requests.get(url, allow_redirects=False)\n",
+    "        if \"Location\" in response.headers:\n",
+    "            redirected_url = response.headers[\"Location\"]\n",
+    "            quer = parse_qs(urlparse(redirected_url).query)\n",
+    "            if \"response-content-disposition\" in quer:\n",
+    "                disp_val = quer[\"response-content-disposition\"][0].split(\";\")\n",
+    "                for vals in disp_val:\n",
+    "                    if vals.strip().startswith(\"filename=\"):\n",
+    "                        filenm=unquote(vals.split(\"=\", 1)[1].strip())\n",
+    "                        return filenm.replace(\"\\\"\",\"\")\n",
+    "    else:\n",
+    "        headers = {\"User-Agent\": \"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36\"}\n",
+    "        lnk=\"https://drive.google.com/uc?id={id}&export=download\".format(id=url[url.find(\"/d/\")+3:url.find(\"/view\")])\n",
+    "        res = requests.session().get(lnk, headers=headers, stream=True, verify=True)\n",
+    "        res = requests.session().get(get_url_from_gdrive_confirmation(res.text), headers=headers, stream=True, verify=True)\n",
+    "        content_disposition = six.moves.urllib_parse.unquote(res.headers[\"Content-Disposition\"])\n",
+    "        filenm = re.search('attachment; filename=\"(.*?)\"', content_disposition).groups()[0]\n",
+    "        return filenm\n",
+    "\n",
+    "\n",
+    "def dwn(url, dst, msg):\n",
+    "    file_size = None\n",
+    "    req = Request(url, headers={\"User-Agent\": \"torch.hub\"})\n",
+    "    u = urlopen(req)\n",
+    "    meta = u.info()\n",
+    "    if hasattr(meta, 'getheaders'):\n",
+    "        content_length = meta.getheaders(\"Content-Length\")\n",
+    "    else:\n",
+    "        content_length = meta.get_all(\"Content-Length\")\n",
+    "    if content_length is not None and len(content_length) > 0:\n",
+    "        file_size = int(content_length[0])\n",
+    "\n",
+    "    with tqdm(total=file_size, disable=False, mininterval=0.5,\n",
+    "              bar_format=msg+' |{bar:20}| {percentage:3.0f}%') as pbar:\n",
+    "        with open(dst, \"wb\") as f:\n",
+    "            while True:\n",
+    "                buffer = u.read(8192)\n",
+    "                if len(buffer) == 0:\n",
+    "                    break\n",
+    "                f.write(buffer)\n",
+    "                pbar.update(len(buffer))\n",
+    "            f.close()\n",
+    "\n",
+    "\n",
+    "def sdmdls(ver, Use_Temp_Storage):\n",
+    "\n",
+    "  if ver=='1.5':\n",
+    "    if Use_Temp_Storage:\n",
+    "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "      model='/content/temp_models/v1-5-pruned-emaonly.safetensors'\n",
+    "    else:\n",
+    "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v1-5-pruned-emaonly.safetensors'\n",
+    "    link='https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors'\n",
+    "  elif ver=='V2.1-768px':\n",
+    "    if Use_Temp_Storage:\n",
+    "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "      model='/content/temp_models/v2-1_768-ema-pruned.safetensors'\n",
+    "    else:\n",
+    "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v2-1_768-ema-pruned.safetensors'\n",
+    "    link='https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors'\n",
+    "  elif ver=='v1.5 Inpainting':\n",
+    "    if Use_Temp_Storage:\n",
+    "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "      model='/content/temp_models/sd-v1-5-inpainting.ckpt'\n",
+    "    else:\n",
+    "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd-v1-5-inpainting.ckpt'\n",
+    "    link='https://huggingface.co/runwayml/stable-diffusion-inpainting/resolve/main/sd-v1-5-inpainting.ckpt'\n",
+    "  elif ver=='SDXL':\n",
+    "    if Use_Temp_Storage:\n",
+    "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "      model='/content/temp_models/sd_xl_base_1.0.safetensors'\n",
+    "    else:\n",
+    "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd_xl_base_1.0.safetensors'\n",
+    "    link='https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors'\n",
+    "\n",
+    "  if not os.path.exists(model):\n",
+    "    !gdown --fuzzy -O $model $link\n",
+    "    if os.path.exists(model):\n",
+    "      clear_output()\n",
+    "      inf('\\u2714 Done','success', '50px')\n",
+    "    else:\n",
+    "      inf('\\u2718 Something went wrong, try again','danger', \"250px\")\n",
+    "  else:\n",
+    "      clear_output()\n",
+    "      inf('\\u2714 Model already exists','primary', '300px')\n",
+    "\n",
+    "  return model\n",
+    "\n",
+    "\n",
+    "if (PATH_to_MODEL !=''):\n",
+    "  if os.path.exists(str(PATH_to_MODEL)):\n",
+    "    inf('\\u2714 Using the trained model.','success', '200px')\n",
+    "\n",
+    "  else:\n",
+    "      while not os.path.exists(str(PATH_to_MODEL)):\n",
+    "        inf('\\u2718 Wrong path, use the colab file explorer to copy the path : ','danger', \"400px\")\n",
+    "        PATH_to_MODEL=input()\n",
+    "      if os.path.exists(str(PATH_to_MODEL)):\n",
+    "        inf('\\u2714 Using the custom model.','success', '200px')\n",
+    "\n",
+    "  model=PATH_to_MODEL\n",
+    "\n",
+    "elif MODEL_LINK != \"\":\n",
+    "\n",
+    "      if src=='civitai':\n",
+    "         modelname=get_name(MODEL_LINK, False)\n",
+    "         if Use_Temp_Storage:\n",
+    "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "            model=f'/content/temp_models/{modelname}'\n",
+    "         else:\n",
+    "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+    "         if not os.path.exists(model):\n",
+    "            dwn(MODEL_LINK, model, 'Downloading the custom model')\n",
+    "            clear_output()\n",
+    "         else:\n",
+    "            inf('\\u2714 Model already exists','primary', '300px')\n",
+    "      elif src=='gdrive':\n",
+    "         modelname=get_name(MODEL_LINK, True)\n",
+    "         if Use_Temp_Storage:\n",
+    "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "            model=f'/content/temp_models/{modelname}'\n",
+    "         else:\n",
+    "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+    "         if not os.path.exists(model):\n",
+    "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
+    "            clear_output()\n",
+    "         else:\n",
+    "            inf('\\u2714 Model already exists','primary', '300px')\n",
+    "      else:\n",
+    "         modelname=os.path.basename(MODEL_LINK)\n",
+    "         if Use_Temp_Storage:\n",
+    "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "            model=f'/content/temp_models/{modelname}'\n",
+    "         else:\n",
+    "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+    "         if not os.path.exists(model):\n",
+    "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
+    "            clear_output()\n",
+    "         else:\n",
+    "            inf('\\u2714 Model already exists','primary', '700px')\n",
+    "\n",
+    "      if os.path.exists(model) and os.path.getsize(model) > 1810671599:\n",
+    "        inf('\\u2714 Model downloaded, using the custom model.','success', '300px')\n",
+    "      else:\n",
+    "        !rm model\n",
+    "        inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
+    "\n",
+    "else:\n",
+    "  model=sdmdls(Model_Version, Use_Temp_Storage)\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "Svx6Hx0iUPd1"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Download LoRA\n",
+    "\n",
+    "LoRA_LINK = \"\" #@param {type:\"string\"}\n",
+    "\n",
+    "if LoRA_LINK == \"\":\n",
+    "  inf('\\u2714 Nothing to do','primary', '200px')\n",
+    "else:\n",
+    "  os.makedirs('/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Lora', exist_ok=True)\n",
+    "\n",
+    "  src=getsrc(LoRA_LINK)\n",
+    "\n",
+    "  if src=='civitai':\n",
+    "      modelname=get_name(LoRA_LINK, False)\n",
+    "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+    "      if not os.path.exists(loramodel):\n",
+    "        dwn(LoRA_LINK, loramodel, 'Downloading the LoRA model '+modelname)\n",
+    "        clear_output()\n",
+    "      else:\n",
+    "        inf('\\u2714 Model already exists','primary', '200px')\n",
+    "  elif src=='gdrive':\n",
+    "      modelname=get_name(LoRA_LINK, True)\n",
+    "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+    "      if not os.path.exists(loramodel):\n",
+    "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
+    "        clear_output()\n",
+    "      else:\n",
+    "        inf('\\u2714 Model already exists','primary', '200px')\n",
+    "  else:\n",
+    "      modelname=os.path.basename(LoRA_LINK)\n",
+    "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+    "      if not os.path.exists(loramodel):\n",
+    "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
+    "        clear_output()\n",
+    "      else:\n",
+    "        inf('\\u2714 Model already exists','primary', '200px')\n",
+    "\n",
+    "  if os.path.exists(loramodel) :\n",
+    "    inf('\\u2714 LoRA downloaded','success', '200px')\n",
+    "  else:\n",
+    "    inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "zC3Rz1b2TBcB"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # ControlNet\n",
+    "from torch.hub import download_url_to_file\n",
+    "from urllib.parse import urlparse\n",
+    "import re\n",
+    "from subprocess import run\n",
+    "\n",
+    "XL_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"Sketch\", \"OpenPose\", \"Recolor\"]\n",
+    "\n",
+    "v1_Model = \"None\" #@param [ \"None\", \"All (21GB)\", \"Canny\", \"Depth\", \"Lineart\", \"MLSD\", \"Normal\", \"OpenPose\", \"Scribble\", \"Seg\", \"ip2p\", \"Shuffle\", \"Inpaint\", \"Softedge\", \"Lineart_Anime\", \"Tile\", \"T2iadapter_Models\"]\n",
+    "\n",
+    "v2_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"HED\", \"OpenPose\", \"Scribble\"]\n",
+    "\n",
+    "#@markdown - Download/update ControlNet extension and its models\n",
+    "\n",
+    "def download(url, model_dir):\n",
+    "\n",
+    "    filename = os.path.basename(urlparse(url).path)\n",
+    "    pth = os.path.abspath(os.path.join(model_dir, filename))\n",
+    "    if not os.path.exists(pth):\n",
+    "        print('Downloading: '+os.path.basename(url))\n",
+    "        download_url_to_file(url, pth, hash_prefix=None, progress=True)\n",
+    "    else:\n",
+    "      print(f\"\u001b[1;32mThe model {filename} already exists\u001b[0m\")\n",
+    "\n",
+    "\n",
+    "Canny='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_canny_mid.safetensors'\n",
+    "Depth='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_depth_mid.safetensors'\n",
+    "Sketch='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_sketch_256lora.safetensors'\n",
+    "OpenPose='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/thibaud_xl_openpose_256lora.safetensors'\n",
+    "Recolor='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_recolor_128lora.safetensors'\n",
+    "\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions\n",
+    "  if not os.path.exists('sd-w'+blsaphemy+'-controlnet'):\n",
+    "    !git clone https://github.com/Mikubill/sd-w$blsaphemy-controlnet.git\n",
+    "    %cd /content\n",
+    "  else:\n",
+    "    %cd sd-w$blsaphemy-controlnet\n",
+    "    !git reset --hard\n",
+    "    !git pull\n",
+    "    %cd /content\n",
+    "\n",
+    "mdldir='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/extensions/sd-w'+blsaphemy+'-controlnet/models'\n",
+    "for filename in os.listdir(mdldir):\n",
+    "  if \"_sd14v1\" in filename:\n",
+    "    renamed = re.sub(\"_sd14v1\", \"-fp16\", filename)\n",
+    "    os.rename(os.path.join(mdldir, filename), os.path.join(mdldir, renamed))\n",
+    "\n",
+    "!wget -q -O CN_models.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models.txt\n",
+    "!wget -q -O CN_models_v2.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_v2.txt\n",
+    "!wget -q -O CN_models_XL.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_XL.txt\n",
+    "\n",
+    "\n",
+    "with open(\"CN_models.txt\", 'r') as f:\n",
+    "  mdllnk = f.read().splitlines()\n",
+    "with open(\"CN_models_v2.txt\", 'r') as d:\n",
+    "  mdllnk_v2 = d.read().splitlines()\n",
+    "with open(\"CN_models_XL.txt\", 'r') as d:\n",
+    "  mdllnk_XL = d.read().splitlines()\n",
+    "\n",
+    "!rm CN_models.txt CN_models_v2.txt CN_models_XL.txt\n",
+    "\n",
+    "\n",
+    "if XL_Model == \"All\":\n",
+    "  for lnk_XL in mdllnk_XL:\n",
+    "      download(lnk_XL, mdldir)\n",
+    "  clear_output()\n",
+    "  inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "elif XL_Model == \"None\":\n",
+    "    pass\n",
+    "    clear_output()\n",
+    "    inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "else:\n",
+    "  download(globals()[XL_Model], mdldir)\n",
+    "  clear_output()\n",
+    "  inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "\n",
+    "Canny='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny.pth'\n",
+    "Depth='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth.pth'\n",
+    "Lineart='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart.pth'\n",
+    "MLSD='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd.pth'\n",
+    "Normal='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae.pth'\n",
+    "OpenPose='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose.pth'\n",
+    "Scribble='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble.pth'\n",
+    "Seg='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg.pth'\n",
+    "ip2p='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p.pth'\n",
+    "Shuffle='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle.pth'\n",
+    "Inpaint='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint.pth'\n",
+    "Softedge='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge.pth'\n",
+    "Lineart_Anime='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime.pth'\n",
+    "Tile='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile.pth'\n",
+    "\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  cfgnames=[os.path.basename(url).split('.')[0]+'.yaml' for url in mdllnk_v2]\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions/sd-w$blsaphemy-controlnet/models\n",
+    "  for name in cfgnames:\n",
+    "      run(['cp', 'cldm_v21.yaml', name])\n",
+    "  %cd /content\n",
+    "\n",
+    "if v1_Model == \"All (21GB)\":\n",
+    "  for lnk in mdllnk:\n",
+    "      download(lnk, mdldir)\n",
+    "  clear_output()\n",
+    "\n",
+    "elif v1_Model == \"T2iadapter_Models\":\n",
+    "  mdllnk=list(filter(lambda x: 't2i' in x, mdllnk))\n",
+    "  for lnk in mdllnk:\n",
+    "      download(lnk, mdldir)\n",
+    "  clear_output()\n",
+    "\n",
+    "elif v1_Model == \"None\":\n",
+    "    pass\n",
+    "    clear_output()\n",
+    "\n",
+    "else:\n",
+    "  download(globals()[v1_Model], mdldir)\n",
+    "  clear_output()\n",
+    "\n",
+    "Canny='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_canny.safetensors'\n",
+    "Depth='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_depth.safetensors'\n",
+    "HED='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_hed.safetensors'\n",
+    "OpenPose='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_openposev2.safetensors'\n",
+    "Scribble='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_scribble.safetensors'\n",
+    "\n",
+    "\n",
+    "if v2_Model == \"All\":\n",
+    "  for lnk_v2 in mdllnk_v2:\n",
+    "      download(lnk_v2, mdldir)\n",
+    "  clear_output()\n",
+    "  inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "elif v2_Model == \"None\":\n",
+    "    pass\n",
+    "    clear_output()\n",
+    "    inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "else:\n",
+    "  download(globals()[v2_Model], mdldir)\n",
+    "  clear_output()\n",
+    "  inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "  #@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "PjzwxTkPSPHf"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Start Stable-Diffusion\n",
+    "from IPython.utils import capture\n",
+    "import time\n",
+    "import sys\n",
+    "import fileinput\n",
+    "from pyngrok import ngrok, conf\n",
+    "import re\n",
+    "\n",
+    "\n",
+    "Use_Cloudflare_Tunnel = False #@param {type:\"boolean\"}\n",
+    "#@markdown - Offers better gradio responsivity\n",
+    "\n",
+    "Ngrok_token = \"\" #@param {type:\"string\"}\n",
+    "\n",
+    "#@markdown - Input your ngrok token if you want to use ngrok server\n",
+    "\n",
+    "User = \"\" #@param {type:\"string\"}\n",
+    "Password= \"\" #@param {type:\"string\"}\n",
+    "#@markdown - Add credentials to your Gradio interface (optional)\n",
+    "\n",
+    "auth=f\"--gradio-auth {User}:{Password}\"\n",
+    "if User ==\"\" or Password==\"\":\n",
+    "  auth=\"\"\n",
+    "\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/\n",
+    "  !wget -q -O extras.py https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-w$blsaphemy/master/modules/extras.py\n",
+    "  !wget -q -O sd_models.py https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-w$blsaphemy/master/modules/sd_models.py\n",
+    "  !wget -q -O /usr/local/lib/python3.10/dist-packages/gradio/blocks.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/blocks.py\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
+    "  \n",
+    "  !sed -i 's@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title;model.half()@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/sd_models.py\n",
+    "  #!sed -i 's@ui.create_ui().*@ui.create_ui();shared.demo.queue(concurrency_count=999999,status_update_rate=0.1)@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py\n",
+    "  !sed -i \"s@map_location='cpu'@map_location='cuda'@\" /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/extras.py\n",
+    "\n",
+    "  !sed -i 's@possible_sd_paths =.*@possible_sd_paths = [\\\"/content/gdrive/{mainpth}/sd/stablediffusion\\\"]@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+    "  !sed -i 's@\\.\\.\\/@src/@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+    "  !sed -i 's@src/generative-models@generative-models@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+    "\n",
+    "  !sed -i 's@print(\\\"No module.*@@' /content/gdrive/$mainpth/sd/stablediffusion/ldm/modules/diffusionmodules/model.py\n",
+    "  !sed -i 's@\\[\"sd_model_checkpoint\"\\]@\\[\"sd_model_checkpoint\", \"sd_vae\", \"CLIP_stop_at_last_layers\", \"inpainting_mask_weight\", \"initial_noise_multiplier\"\\]@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/shared.py\n",
+    "\n",
+    "share=''\n",
+    "if Ngrok_token!=\"\":\n",
+    "  ngrok.kill()\n",
+    "  srv=ngrok.connect(7860, pyngrok_config=conf.PyngrokConfig(auth_token=Ngrok_token) , bind_tls=True).public_url\n",
+    "\n",
+    "  for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
+    "    if line.strip().startswith('self.server_name ='):\n",
+    "        line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
+    "    if line.strip().startswith('self.protocol = \"https\"'):\n",
+    "        line = '            self.protocol = \"https\"\\n'\n",
+    "    if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
+    "        line = ''\n",
+    "    if line.strip().startswith('else \"http\"'):\n",
+    "        line = ''\n",
+    "    sys.stdout.write(line)\n",
+    "\n",
+    "elif Use_Cloudflare_Tunnel:\n",
+    "  with capture.capture_output() as cap:\n",
+    "    !pkill cloudflared\n",
+    "    time.sleep(4)\n",
+    "    !nohup cloudflared tunnel --url http://localhost:7860 > /content/srv.txt 2>&1 &\n",
+    "    time.sleep(4)\n",
+    "    with open('/content/srv.txt', \"r\") as file: text = file.read()\n",
+    "    srv= re.findall(r\"https?://(?:\\S+?\\.)?trycloudflare\\.com\\S*\", text)[0]\n",
+    "\n",
+    "    for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
+    "      if line.strip().startswith('self.server_name ='):\n",
+    "          line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
+    "      if line.strip().startswith('self.protocol = \"https\"'):\n",
+    "          line = '            self.protocol = \"https\"\\n'\n",
+    "      if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
+    "          line = ''\n",
+    "      if line.strip().startswith('else \"http\"'):\n",
+    "          line = ''\n",
+    "      sys.stdout.write(line)\n",
+    "\n",
+    "    !rm /content/srv.txt\n",
+    "\n",
+    "else:\n",
+    "  share='--share'\n",
+    "\n",
+    "ckptdir=''\n",
+    "if os.path.exists('/content/temp_models'):\n",
+    "  ckptdir='--ckpt-dir /content/temp_models'\n",
+    "\n",
+    "try:\n",
+    "  model\n",
+    "  if os.path.isfile(model):\n",
+    "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir\n",
+    "  else:\n",
+    "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt-dir \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check\n",
+    "except:\n",
+    "   !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir"
+   ]
+  }
+ ],
+ "metadata": {
+  "accelerator": "GPU",
+  "colab": {
+   "provenance": []
+  },
+  "gpuClass": "standard",
+  "kernelspec": {
+   "display_name": "Python 3",
+   "name": "python3"
+  },
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
+}

From e2d03df3f0c8c289eed69d83c02ffea74dc54b7a Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Fri, 22 Nov 2024 19:55:31 +0800
Subject: [PATCH 20/34] Update fast_stable_diffusion_AUTOMATIC1111.ipynb

---
 fast_stable_diffusion_AUTOMATIC1111.ipynb | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/fast_stable_diffusion_AUTOMATIC1111.ipynb b/fast_stable_diffusion_AUTOMATIC1111.ipynb
index 4478dfd3..08394dd5 100644
--- a/fast_stable_diffusion_AUTOMATIC1111.ipynb
+++ b/fast_stable_diffusion_AUTOMATIC1111.ipynb
@@ -146,6 +146,8 @@
     "  os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'\n",
     "  os.environ['PYTHONWARNINGS'] = 'ignore'\n",
     "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
+    "  !pip install Pillow==9.5.0\n",
+    "  !pip install protobuf==3.20.3\n",
     "\n",
     "clear_output()\n",
     "inf('\\u2714 Done','success', '50px')\n",

From 315c1ef3d36097b2a56e63a8918b918359ffe296 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Fri, 22 Nov 2024 19:56:01 +0800
Subject: [PATCH 21/34] Delete fast_stable_diffusion_AUTOMATIC1111-old.ipynb

---
 fast_stable_diffusion_AUTOMATIC1111-old.ipynb | 691 ------------------
 1 file changed, 691 deletions(-)
 delete mode 100644 fast_stable_diffusion_AUTOMATIC1111-old.ipynb

diff --git a/fast_stable_diffusion_AUTOMATIC1111-old.ipynb b/fast_stable_diffusion_AUTOMATIC1111-old.ipynb
deleted file mode 100644
index aa0ab10b..00000000
--- a/fast_stable_diffusion_AUTOMATIC1111-old.ipynb
+++ /dev/null
@@ -1,691 +0,0 @@
-{
-  "cells": [
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "47kV9o1Ni8GH"
-      },
-      "source": [
-        "# **Colab Pro notebook from https://github.com/TheLastBen/fast-stable-diffusion** *Alternatives : [Paperspace](https://console.paperspace.com/github/TheLastBen/PPS?machine=Free-GPU)*"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "Y9EBc437WDOs"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Connect Google Drive\n",
-        "from google.colab import drive\n",
-        "from IPython.display import clear_output\n",
-        "import ipywidgets as widgets\n",
-        "import os\n",
-        "\n",
-        "def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
-        "Shared_Drive = \"\" #@param {type:\"string\"}\n",
-        "#@markdown - Leave empty if you're not using a shared drive\n",
-        "\n",
-        "print(\"\u001b[0;33mConnecting...\")\n",
-        "drive.mount('/content/gdrive')\n",
-        "\n",
-        "if Shared_Drive!=\"\" and os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
-        "  mainpth=\"Shareddrives/\"+Shared_Drive\n",
-        "else:\n",
-        "  mainpth=\"MyDrive\"\n",
-        "\n",
-        "clear_output()\n",
-        "inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "CFWtw-6EPrKi"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Install/Update AUTOMATIC1111 repo\n",
-        "from IPython.utils import capture\n",
-        "from IPython.display import clear_output\n",
-        "from subprocess import getoutput\n",
-        "import ipywidgets as widgets\n",
-        "import sys\n",
-        "import fileinput\n",
-        "import os\n",
-        "import time\n",
-        "import base64\n",
-        "import requests\n",
-        "from urllib.request import urlopen, Request\n",
-        "from urllib.parse import urlparse, parse_qs, unquote\n",
-        "from tqdm import tqdm\n",
-        "import six\n",
-        "\n",
-        "\n",
-        "blsaphemy=base64.b64decode((\"ZWJ1aQ==\").encode('ascii')).decode('ascii')\n",
-        "\n",
-        "if not os.path.exists(\"/content/gdrive\"):\n",
-        "  print('\u001b[1;31mGdrive not connected, using temporary colab storage ...')\n",
-        "  time.sleep(4)\n",
-        "  mainpth=\"MyDrive\"\n",
-        "  !mkdir -p /content/gdrive/$mainpth\n",
-        "  Shared_Drive=\"\"\n",
-        "\n",
-        "if Shared_Drive!=\"\" and not os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
-        "  print('\u001b[1;31mShared drive not detected, using default MyDrive')\n",
-        "  mainpth=\"MyDrive\"\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
-        "  fgitclone = \"git clone --depth 1\"\n",
-        "  %mkdir -p /content/gdrive/$mainpth/sd\n",
-        "  %cd /content/gdrive/$mainpth/sd\n",
-        "  !git clone -q --branch master https://github.com/AUTOMATIC1111/stable-diffusion-w$blsaphemy\n",
-        "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/cache/\n",
-        "  os.environ['TRANSFORMERS_CACHE']=f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
-        "  os.environ['TORCH_HOME'] = f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
-        "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories\n",
-        "  !git clone https://github.com/AUTOMATIC1111/stable-diffusion-w$blsaphemy-assets /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories/stable-diffusion-webui-assets\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
-        "  !git reset --hard\n",
-        "  !git checkout master\n",
-        "  time.sleep(1)\n",
-        "  !rm webui.sh\n",
-        "  !git pull\n",
-        "clear_output()\n",
-        "inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "ZGV_5H4xrOSp"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Requirements\n",
-        "\n",
-        "print('\u001b[1;32mInstalling requirements...')\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  %cd /content/\n",
-        "  !wget -q -i https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dependencies/A1111.txt\n",
-        "  !dpkg -i *.deb\n",
-        "  if not os.path.exists('/content/gdrive/'+mainpth+'/sd/stablediffusion'):\n",
-        "    !tar -C /content/gdrive/$mainpth --zstd -xf sd_mrep.tar.zst\n",
-        "  !tar -C / --zstd -xf gcolabdeps.tar.zst\n",
-        "  !rm *.deb | rm *.zst | rm *.txt\n",
-        "  if not os.path.exists('gdrive/'+mainpth+'/sd/libtcmalloc/libtcmalloc_minimal.so.4'):\n",
-        "    %env CXXFLAGS=-std=c++14\n",
-        "    !wget -q https://github.com/gperftools/gperftools/releases/download/gperftools-2.5/gperftools-2.5.tar.gz && tar zxf gperftools-2.5.tar.gz && mv gperftools-2.5 gperftools\n",
-        "    !wget -q https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/Patch\n",
-        "    %cd /content/gperftools\n",
-        "    !patch -p1 < /content/Patch\n",
-        "    !./configure --enable-minimal --enable-libunwind --enable-frame-pointers --enable-dynamic-sized-delete-support --enable-sized-delete --enable-emergency-malloc; make -j4\n",
-        "    !mkdir -p /content/gdrive/$mainpth/sd/libtcmalloc && cp .libs/libtcmalloc*.so* /content/gdrive/$mainpth/sd/libtcmalloc\n",
-        "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
-        "    %cd /content\n",
-        "    !rm *.tar.gz Patch && rm -r /content/gperftools\n",
-        "  else:\n",
-        "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
-        "\n",
-        "  !pip install controlnet_aux -qq --no-deps\n",
-        "  os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'\n",
-        "  os.environ['PYTHONWARNINGS'] = 'ignore'\n",
-        "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
-        "  !pip install Pillow==9.5.0\n",
-        "  !pip install protobuf==3.20.3\n",
-        "\n",
-        "clear_output()\n",
-        "inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "p4wj_txjP3TC"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Model Download/Load\n",
-        "\n",
-        "import gdown\n",
-        "from gdown.download import get_url_from_gdrive_confirmation\n",
-        "import re\n",
-        "\n",
-        "Use_Temp_Storage = False #@param {type:\"boolean\"}\n",
-        "#@markdown - If not, make sure you have enough space on your gdrive\n",
-        "\n",
-        "#@markdown ---\n",
-        "\n",
-        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\"]\n",
-        "\n",
-        "#@markdown Or\n",
-        "PATH_to_MODEL = \"\" #@param {type:\"string\"}\n",
-        "#@markdown - Insert the full path of your custom model or to a folder containing multiple models\n",
-        "\n",
-        "#@markdown Or\n",
-        "MODEL_LINK = \"\" #@param {type:\"string\"}\n",
-        "\n",
-        "\n",
-        "def getsrc(url):\n",
-        "    parsed_url = urlparse(url)\n",
-        "    if parsed_url.netloc == 'civitai.com':\n",
-        "        src='civitai'\n",
-        "    elif parsed_url.netloc == 'drive.google.com':\n",
-        "        src='gdrive'\n",
-        "    elif parsed_url.netloc == 'huggingface.co':\n",
-        "        src='huggingface'\n",
-        "    else:\n",
-        "        src='others'\n",
-        "    return src\n",
-        "\n",
-        "src=getsrc(MODEL_LINK)\n",
-        "\n",
-        "def get_name(url, gdrive):\n",
-        "    if not gdrive:\n",
-        "        response = requests.get(url, allow_redirects=False)\n",
-        "        if \"Location\" in response.headers:\n",
-        "            redirected_url = response.headers[\"Location\"]\n",
-        "            quer = parse_qs(urlparse(redirected_url).query)\n",
-        "            if \"response-content-disposition\" in quer:\n",
-        "                disp_val = quer[\"response-content-disposition\"][0].split(\";\")\n",
-        "                for vals in disp_val:\n",
-        "                    if vals.strip().startswith(\"filename=\"):\n",
-        "                        filenm=unquote(vals.split(\"=\", 1)[1].strip())\n",
-        "                        return filenm.replace(\"\\\"\",\"\")\n",
-        "    else:\n",
-        "        headers = {\"User-Agent\": \"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36\"}\n",
-        "        lnk=\"https://drive.google.com/uc?id={id}&export=download\".format(id=url[url.find(\"/d/\")+3:url.find(\"/view\")])\n",
-        "        res = requests.session().get(lnk, headers=headers, stream=True, verify=True)\n",
-        "        res = requests.session().get(get_url_from_gdrive_confirmation(res.text), headers=headers, stream=True, verify=True)\n",
-        "        content_disposition = six.moves.urllib_parse.unquote(res.headers[\"Content-Disposition\"])\n",
-        "        filenm = re.search('attachment; filename=\"(.*?)\"', content_disposition).groups()[0]\n",
-        "        return filenm\n",
-        "\n",
-        "\n",
-        "def dwn(url, dst, msg):\n",
-        "    file_size = None\n",
-        "    req = Request(url, headers={\"User-Agent\": \"torch.hub\"})\n",
-        "    u = urlopen(req)\n",
-        "    meta = u.info()\n",
-        "    if hasattr(meta, 'getheaders'):\n",
-        "        content_length = meta.getheaders(\"Content-Length\")\n",
-        "    else:\n",
-        "        content_length = meta.get_all(\"Content-Length\")\n",
-        "    if content_length is not None and len(content_length) > 0:\n",
-        "        file_size = int(content_length[0])\n",
-        "\n",
-        "    with tqdm(total=file_size, disable=False, mininterval=0.5,\n",
-        "              bar_format=msg+' |{bar:20}| {percentage:3.0f}%') as pbar:\n",
-        "        with open(dst, \"wb\") as f:\n",
-        "            while True:\n",
-        "                buffer = u.read(8192)\n",
-        "                if len(buffer) == 0:\n",
-        "                    break\n",
-        "                f.write(buffer)\n",
-        "                pbar.update(len(buffer))\n",
-        "            f.close()\n",
-        "\n",
-        "\n",
-        "def sdmdls(ver, Use_Temp_Storage):\n",
-        "\n",
-        "  if ver=='1.5':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/v1-5-pruned-emaonly.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v1-5-pruned-emaonly.safetensors'\n",
-        "    link='https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors'\n",
-        "  elif ver=='V2.1-768px':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/v2-1_768-ema-pruned.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v2-1_768-ema-pruned.safetensors'\n",
-        "    link='https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors'\n",
-        "  elif ver=='v1.5 Inpainting':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/sd-v1-5-inpainting.ckpt'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd-v1-5-inpainting.ckpt'\n",
-        "    link='https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-inpainting/resolve/main/sd-v1-5-inpainting.ckpt'\n",
-        "  elif ver=='SDXL':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/sd_xl_base_1.0.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd_xl_base_1.0.safetensors'\n",
-        "    link='https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors'\n",
-        "\n",
-        "  if not os.path.exists(model):\n",
-        "    !gdown --fuzzy -O $model $link\n",
-        "    if os.path.exists(model):\n",
-        "      clear_output()\n",
-        "      inf('\\u2714 Done','success', '50px')\n",
-        "    else:\n",
-        "      inf('\\u2718 Something went wrong, try again','danger', \"250px\")\n",
-        "  else:\n",
-        "      clear_output()\n",
-        "      inf('\\u2714 Model already exists','primary', '300px')\n",
-        "\n",
-        "  return model\n",
-        "\n",
-        "\n",
-        "if (PATH_to_MODEL !=''):\n",
-        "  if os.path.exists(str(PATH_to_MODEL)):\n",
-        "    inf('\\u2714 Using the trained model.','success', '200px')\n",
-        "\n",
-        "  else:\n",
-        "      while not os.path.exists(str(PATH_to_MODEL)):\n",
-        "        inf('\\u2718 Wrong path, use the colab file explorer to copy the path : ','danger', \"400px\")\n",
-        "        PATH_to_MODEL=input()\n",
-        "      if os.path.exists(str(PATH_to_MODEL)):\n",
-        "        inf('\\u2714 Using the custom model.','success', '200px')\n",
-        "\n",
-        "  model=PATH_to_MODEL\n",
-        "\n",
-        "elif MODEL_LINK != \"\":\n",
-        "\n",
-        "      if src=='civitai':\n",
-        "         modelname=get_name(MODEL_LINK, False)\n",
-        "         if Use_Temp_Storage:\n",
-        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "            model=f'/content/temp_models/{modelname}'\n",
-        "         else:\n",
-        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
-        "         if not os.path.exists(model):\n",
-        "            dwn(MODEL_LINK, model, 'Downloading the custom model')\n",
-        "            clear_output()\n",
-        "         else:\n",
-        "            inf('\\u2714 Model already exists','primary', '300px')\n",
-        "      elif src=='gdrive':\n",
-        "         modelname=get_name(MODEL_LINK, True)\n",
-        "         if Use_Temp_Storage:\n",
-        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "            model=f'/content/temp_models/{modelname}'\n",
-        "         else:\n",
-        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
-        "         if not os.path.exists(model):\n",
-        "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
-        "            clear_output()\n",
-        "         else:\n",
-        "            inf('\\u2714 Model already exists','primary', '300px')\n",
-        "      else:\n",
-        "         modelname=os.path.basename(MODEL_LINK)\n",
-        "         if Use_Temp_Storage:\n",
-        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "            model=f'/content/temp_models/{modelname}'\n",
-        "         else:\n",
-        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
-        "         if not os.path.exists(model):\n",
-        "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
-        "            clear_output()\n",
-        "         else:\n",
-        "            inf('\\u2714 Model already exists','primary', '700px')\n",
-        "\n",
-        "      if os.path.exists(model) and os.path.getsize(model) > 1810671599:\n",
-        "        inf('\\u2714 Model downloaded, using the custom model.','success', '300px')\n",
-        "      else:\n",
-        "        !rm model\n",
-        "        inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
-        "\n",
-        "else:\n",
-        "  model=sdmdls(Model_Version, Use_Temp_Storage)\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "Svx6Hx0iUPd1"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Download LoRA\n",
-        "\n",
-        "LoRA_LINK = \"\" #@param {type:\"string\"}\n",
-        "\n",
-        "if LoRA_LINK == \"\":\n",
-        "  inf('\\u2714 Nothing to do','primary', '200px')\n",
-        "else:\n",
-        "  os.makedirs('/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Lora', exist_ok=True)\n",
-        "\n",
-        "  src=getsrc(LoRA_LINK)\n",
-        "\n",
-        "  if src=='civitai':\n",
-        "      modelname=get_name(LoRA_LINK, False)\n",
-        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
-        "      if not os.path.exists(loramodel):\n",
-        "        dwn(LoRA_LINK, loramodel, 'Downloading the LoRA model '+modelname)\n",
-        "        clear_output()\n",
-        "      else:\n",
-        "        inf('\\u2714 Model already exists','primary', '200px')\n",
-        "  elif src=='gdrive':\n",
-        "      modelname=get_name(LoRA_LINK, True)\n",
-        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
-        "      if not os.path.exists(loramodel):\n",
-        "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
-        "        clear_output()\n",
-        "      else:\n",
-        "        inf('\\u2714 Model already exists','primary', '200px')\n",
-        "  else:\n",
-        "      modelname=os.path.basename(LoRA_LINK)\n",
-        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
-        "      if not os.path.exists(loramodel):\n",
-        "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
-        "        clear_output()\n",
-        "      else:\n",
-        "        inf('\\u2714 Model already exists','primary', '200px')\n",
-        "\n",
-        "  if os.path.exists(loramodel) :\n",
-        "    inf('\\u2714 LoRA downloaded','success', '200px')\n",
-        "  else:\n",
-        "    inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "zC3Rz1b2TBcB"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # ControlNet\n",
-        "from torch.hub import download_url_to_file\n",
-        "from urllib.parse import urlparse\n",
-        "import re\n",
-        "from subprocess import run\n",
-        "\n",
-        "XL_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"Sketch\", \"OpenPose\", \"Recolor\"]\n",
-        "\n",
-        "v1_Model = \"None\" #@param [ \"None\", \"All (21GB)\", \"Canny\", \"Depth\", \"Lineart\", \"MLSD\", \"Normal\", \"OpenPose\", \"Scribble\", \"Seg\", \"ip2p\", \"Shuffle\", \"Inpaint\", \"Softedge\", \"Lineart_Anime\", \"Tile\", \"T2iadapter_Models\"]\n",
-        "\n",
-        "v2_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"HED\", \"OpenPose\", \"Scribble\"]\n",
-        "\n",
-        "#@markdown - Download/update ControlNet extension and its models\n",
-        "\n",
-        "def download(url, model_dir):\n",
-        "\n",
-        "    filename = os.path.basename(urlparse(url).path)\n",
-        "    pth = os.path.abspath(os.path.join(model_dir, filename))\n",
-        "    if not os.path.exists(pth):\n",
-        "        print('Downloading: '+os.path.basename(url))\n",
-        "        download_url_to_file(url, pth, hash_prefix=None, progress=True)\n",
-        "    else:\n",
-        "      print(f\"\u001b[1;32mThe model {filename} already exists\u001b[0m\")\n",
-        "\n",
-        "\n",
-        "Canny='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_canny_mid.safetensors'\n",
-        "Depth='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_depth_mid.safetensors'\n",
-        "Sketch='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_sketch_256lora.safetensors'\n",
-        "OpenPose='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/thibaud_xl_openpose_256lora.safetensors'\n",
-        "Recolor='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_recolor_128lora.safetensors'\n",
-        "\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions\n",
-        "  if not os.path.exists('sd-w'+blsaphemy+'-controlnet'):\n",
-        "    !git clone https://github.com/Mikubill/sd-w$blsaphemy-controlnet.git\n",
-        "    %cd /content\n",
-        "  else:\n",
-        "    %cd sd-w$blsaphemy-controlnet\n",
-        "    !git reset --hard\n",
-        "    !git pull\n",
-        "    %cd /content\n",
-        "\n",
-        "mdldir='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/extensions/sd-w'+blsaphemy+'-controlnet/models'\n",
-        "for filename in os.listdir(mdldir):\n",
-        "  if \"_sd14v1\" in filename:\n",
-        "    renamed = re.sub(\"_sd14v1\", \"-fp16\", filename)\n",
-        "    os.rename(os.path.join(mdldir, filename), os.path.join(mdldir, renamed))\n",
-        "\n",
-        "!wget -q -O CN_models.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models.txt\n",
-        "!wget -q -O CN_models_v2.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_v2.txt\n",
-        "!wget -q -O CN_models_XL.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_XL.txt\n",
-        "\n",
-        "\n",
-        "with open(\"CN_models.txt\", 'r') as f:\n",
-        "  mdllnk = f.read().splitlines()\n",
-        "with open(\"CN_models_v2.txt\", 'r') as d:\n",
-        "  mdllnk_v2 = d.read().splitlines()\n",
-        "with open(\"CN_models_XL.txt\", 'r') as d:\n",
-        "  mdllnk_XL = d.read().splitlines()\n",
-        "\n",
-        "!rm CN_models.txt CN_models_v2.txt CN_models_XL.txt\n",
-        "\n",
-        "\n",
-        "if XL_Model == \"All\":\n",
-        "  for lnk_XL in mdllnk_XL:\n",
-        "      download(lnk_XL, mdldir)\n",
-        "  clear_output()\n",
-        "  inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "elif XL_Model == \"None\":\n",
-        "    pass\n",
-        "    clear_output()\n",
-        "    inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "else:\n",
-        "  download(globals()[XL_Model], mdldir)\n",
-        "  clear_output()\n",
-        "  inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "\n",
-        "Canny='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny.pth'\n",
-        "Depth='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth.pth'\n",
-        "Lineart='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart.pth'\n",
-        "MLSD='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd.pth'\n",
-        "Normal='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae.pth'\n",
-        "OpenPose='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose.pth'\n",
-        "Scribble='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble.pth'\n",
-        "Seg='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg.pth'\n",
-        "ip2p='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p.pth'\n",
-        "Shuffle='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle.pth'\n",
-        "Inpaint='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint.pth'\n",
-        "Softedge='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge.pth'\n",
-        "Lineart_Anime='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime.pth'\n",
-        "Tile='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile.pth'\n",
-        "\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  cfgnames=[os.path.basename(url).split('.')[0]+'.yaml' for url in mdllnk_v2]\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions/sd-w$blsaphemy-controlnet/models\n",
-        "  for name in cfgnames:\n",
-        "      run(['cp', 'cldm_v21.yaml', name])\n",
-        "  %cd /content\n",
-        "\n",
-        "if v1_Model == \"All (21GB)\":\n",
-        "  for lnk in mdllnk:\n",
-        "      download(lnk, mdldir)\n",
-        "  clear_output()\n",
-        "\n",
-        "elif v1_Model == \"T2iadapter_Models\":\n",
-        "  mdllnk=list(filter(lambda x: 't2i' in x, mdllnk))\n",
-        "  for lnk in mdllnk:\n",
-        "      download(lnk, mdldir)\n",
-        "  clear_output()\n",
-        "\n",
-        "elif v1_Model == \"None\":\n",
-        "    pass\n",
-        "    clear_output()\n",
-        "\n",
-        "else:\n",
-        "  download(globals()[v1_Model], mdldir)\n",
-        "  clear_output()\n",
-        "\n",
-        "Canny='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_canny.safetensors'\n",
-        "Depth='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_depth.safetensors'\n",
-        "HED='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_hed.safetensors'\n",
-        "OpenPose='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_openposev2.safetensors'\n",
-        "Scribble='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_scribble.safetensors'\n",
-        "\n",
-        "\n",
-        "if v2_Model == \"All\":\n",
-        "  for lnk_v2 in mdllnk_v2:\n",
-        "      download(lnk_v2, mdldir)\n",
-        "  clear_output()\n",
-        "  inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "elif v2_Model == \"None\":\n",
-        "    pass\n",
-        "    clear_output()\n",
-        "    inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "else:\n",
-        "  download(globals()[v2_Model], mdldir)\n",
-        "  clear_output()\n",
-        "  inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "  #@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "PjzwxTkPSPHf"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Start Stable-Diffusion\n",
-        "from IPython.utils import capture\n",
-        "import time\n",
-        "import sys\n",
-        "import fileinput\n",
-        "from pyngrok import ngrok, conf\n",
-        "import re\n",
-        "\n",
-        "\n",
-        "Use_Cloudflare_Tunnel = False #@param {type:\"boolean\"}\n",
-        "#@markdown - Offers better gradio responsivity\n",
-        "\n",
-        "Ngrok_token = \"\" #@param {type:\"string\"}\n",
-        "\n",
-        "#@markdown - Input your ngrok token if you want to use ngrok server\n",
-        "\n",
-        "User = \"\" #@param {type:\"string\"}\n",
-        "Password= \"\" #@param {type:\"string\"}\n",
-        "#@markdown - Add credentials to your Gradio interface (optional)\n",
-        "\n",
-        "auth=f\"--gradio-auth {User}:{Password}\"\n",
-        "if User ==\"\" or Password==\"\":\n",
-        "  auth=\"\"\n",
-        "\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/\n",
-        "  !wget -q -O extras.py https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-w$blsaphemy/master/modules/extras.py\n",
-        "  !wget -q -O sd_models.py https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-w$blsaphemy/master/modules/sd_models.py\n",
-        "  !wget -q -O /usr/local/lib/python3.10/dist-packages/gradio/blocks.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/blocks.py\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
-        "  \n",
-        "  !sed -i 's@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title;model.half()@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/sd_models.py\n",
-        "  #!sed -i 's@ui.create_ui().*@ui.create_ui();shared.demo.queue(concurrency_count=999999,status_update_rate=0.1)@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py\n",
-        "  !sed -i \"s@map_location='cpu'@map_location='cuda'@\" /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/extras.py\n",
-        "\n",
-        "  !sed -i 's@possible_sd_paths =.*@possible_sd_paths = [\\\"/content/gdrive/{mainpth}/sd/stablediffusion\\\"]@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
-        "  !sed -i 's@\\.\\.\\/@src/@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
-        "  !sed -i 's@src/generative-models@generative-models@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
-        "\n",
-        "  !sed -i 's@print(\\\"No module.*@@' /content/gdrive/$mainpth/sd/stablediffusion/ldm/modules/diffusionmodules/model.py\n",
-        "  !sed -i 's@\\[\"sd_model_checkpoint\"\\]@\\[\"sd_model_checkpoint\", \"sd_vae\", \"CLIP_stop_at_last_layers\", \"inpainting_mask_weight\", \"initial_noise_multiplier\"\\]@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/shared.py\n",
-        "\n",
-        "share=''\n",
-        "if Ngrok_token!=\"\":\n",
-        "  ngrok.kill()\n",
-        "  srv=ngrok.connect(7860, pyngrok_config=conf.PyngrokConfig(auth_token=Ngrok_token) , bind_tls=True).public_url\n",
-        "\n",
-        "  for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
-        "    if line.strip().startswith('self.server_name ='):\n",
-        "        line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
-        "    if line.strip().startswith('self.protocol = \"https\"'):\n",
-        "        line = '            self.protocol = \"https\"\\n'\n",
-        "    if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
-        "        line = ''\n",
-        "    if line.strip().startswith('else \"http\"'):\n",
-        "        line = ''\n",
-        "    sys.stdout.write(line)\n",
-        "\n",
-        "elif Use_Cloudflare_Tunnel:\n",
-        "  with capture.capture_output() as cap:\n",
-        "    !pkill cloudflared\n",
-        "    time.sleep(4)\n",
-        "    !nohup cloudflared tunnel --url http://localhost:7860 > /content/srv.txt 2>&1 &\n",
-        "    time.sleep(4)\n",
-        "    with open('/content/srv.txt', \"r\") as file: text = file.read()\n",
-        "    srv= re.findall(r\"https?://(?:\\S+?\\.)?trycloudflare\\.com\\S*\", text)[0]\n",
-        "\n",
-        "    for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
-        "      if line.strip().startswith('self.server_name ='):\n",
-        "          line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
-        "      if line.strip().startswith('self.protocol = \"https\"'):\n",
-        "          line = '            self.protocol = \"https\"\\n'\n",
-        "      if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
-        "          line = ''\n",
-        "      if line.strip().startswith('else \"http\"'):\n",
-        "          line = ''\n",
-        "      sys.stdout.write(line)\n",
-        "\n",
-        "    !rm /content/srv.txt\n",
-        "\n",
-        "else:\n",
-        "  share='--share'\n",
-        "\n",
-        "ckptdir=''\n",
-        "if os.path.exists('/content/temp_models'):\n",
-        "  ckptdir='--ckpt-dir /content/temp_models'\n",
-        "\n",
-        "try:\n",
-        "  model\n",
-        "  if os.path.isfile(model):\n",
-        "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir\n",
-        "  else:\n",
-        "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt-dir \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check\n",
-        "except:\n",
-        "   !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir"
-      ]
-    }
-  ],
-  "metadata": {
-    "accelerator": "GPU",
-    "colab": {
-      "provenance": []
-    },
-    "gpuClass": "standard",
-    "kernelspec": {
-      "display_name": "Python 3",
-      "name": "python3"
-    },
-    "language_info": {
-      "name": "python"
-    }
-  },
-  "nbformat": 4,
-  "nbformat_minor": 0
-}

From cb6bb8ff7304a91efc20897e3d706a417ab6e185 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Fri, 22 Nov 2024 20:03:48 +0800
Subject: [PATCH 22/34] Add files via upload

---
 fast_stable_diffusion_Forge.ipynb   | 1377 ++++++++++++++-------------
 fast_stable_diffusion_ReForge.ipynb | 1377 ++++++++++++++-------------
 2 files changed, 1378 insertions(+), 1376 deletions(-)

diff --git a/fast_stable_diffusion_Forge.ipynb b/fast_stable_diffusion_Forge.ipynb
index a0a9e9ed..355747cb 100644
--- a/fast_stable_diffusion_Forge.ipynb
+++ b/fast_stable_diffusion_Forge.ipynb
@@ -1,691 +1,692 @@
 {
-  "cells": [
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "47kV9o1Ni8GH"
-      },
-      "source": [
-        "# **Colab Pro notebook from https://github.com/TheLastBen/fast-stable-diffusion** *Alternatives : [Paperspace](https://console.paperspace.com/github/TheLastBen/PPS?machine=Free-GPU)*"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "Y9EBc437WDOs"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Connect Google Drive\n",
-        "from google.colab import drive\n",
-        "from IPython.display import clear_output\n",
-        "import ipywidgets as widgets\n",
-        "import os\n",
-        "\n",
-        "def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
-        "Shared_Drive = \"\" #@param {type:\"string\"}\n",
-        "#@markdown - Leave empty if you're not using a shared drive\n",
-        "\n",
-        "print(\"\u001b[0;33mConnecting...\")\n",
-        "drive.mount('/content/gdrive')\n",
-        "\n",
-        "if Shared_Drive!=\"\" and os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
-        "  mainpth=\"Shareddrives/\"+Shared_Drive\n",
-        "else:\n",
-        "  mainpth=\"MyDrive\"\n",
-        "\n",
-        "clear_output()\n",
-        "inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "CFWtw-6EPrKi"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Install/Update lllyasviel repo\n",
-        "from IPython.utils import capture\n",
-        "from IPython.display import clear_output\n",
-        "from subprocess import getoutput\n",
-        "import ipywidgets as widgets\n",
-        "import sys\n",
-        "import fileinput\n",
-        "import os\n",
-        "import time\n",
-        "import base64\n",
-        "import requests\n",
-        "from urllib.request import urlopen, Request\n",
-        "from urllib.parse import urlparse, parse_qs, unquote\n",
-        "from tqdm import tqdm\n",
-        "import six\n",
-        "\n",
-        "\n",
-        "blsaphemy=base64.b64decode((\"ZWJ1aQ==\").encode('ascii')).decode('ascii')\n",
-        "\n",
-        "if not os.path.exists(\"/content/gdrive\"):\n",
-        "  print('\u001b[1;31mGdrive not connected, using temporary colab storage ...')\n",
-        "  time.sleep(4)\n",
-        "  mainpth=\"MyDrive\"\n",
-        "  !mkdir -p /content/gdrive/$mainpth\n",
-        "  Shared_Drive=\"\"\n",
-        "\n",
-        "if Shared_Drive!=\"\" and not os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
-        "  print('\u001b[1;31mShared drive not detected, using default MyDrive')\n",
-        "  mainpth=\"MyDrive\"\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
-        "  fgitclone = \"git clone --depth 1\"\n",
-        "  %mkdir -p /content/gdrive/$mainpth/sd\n",
-        "  %cd /content/gdrive/$mainpth/sd\n",
-        "  !git clone -q --branch master https://github.com/lllyasviel/stable-diffusion-w$blsaphemy\n",
-        "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/cache/\n",
-        "  os.environ['TRANSFORMERS_CACHE']=f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
-        "  os.environ['TORCH_HOME'] = f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
-        "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories\n",
-        "  !git clone https://github.com/AUTOMATIC1111/stable-diffusion-w$blsaphemy-assets /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories/stable-diffusion-webui-assets\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
-        "  !git reset --hard\n",
-        "  !git checkout master\n",
-        "  time.sleep(1)\n",
-        "  !rm webui.sh\n",
-        "  !git pull\n",
-        "clear_output()\n",
-        "inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "ZGV_5H4xrOSp"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Requirements\n",
-        "\n",
-        "print('\u001b[1;32mInstalling requirements...')\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  %cd /content/\n",
-        "  !wget -q -i https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dependencies/A1111.txt\n",
-        "  !dpkg -i *.deb\n",
-        "  if not os.path.exists('/content/gdrive/'+mainpth+'/sd/stablediffusion'):\n",
-        "    !tar -C /content/gdrive/$mainpth --zstd -xf sd_mrep.tar.zst\n",
-        "  !tar -C / --zstd -xf gcolabdeps.tar.zst\n",
-        "  !rm *.deb | rm *.zst | rm *.txt\n",
-        "  if not os.path.exists('gdrive/'+mainpth+'/sd/libtcmalloc/libtcmalloc_minimal.so.4'):\n",
-        "    %env CXXFLAGS=-std=c++14\n",
-        "    !wget -q https://github.com/gperftools/gperftools/releases/download/gperftools-2.5/gperftools-2.5.tar.gz && tar zxf gperftools-2.5.tar.gz && mv gperftools-2.5 gperftools\n",
-        "    !wget -q https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/Patch\n",
-        "    %cd /content/gperftools\n",
-        "    !patch -p1 < /content/Patch\n",
-        "    !./configure --enable-minimal --enable-libunwind --enable-frame-pointers --enable-dynamic-sized-delete-support --enable-sized-delete --enable-emergency-malloc; make -j4\n",
-        "    !mkdir -p /content/gdrive/$mainpth/sd/libtcmalloc && cp .libs/libtcmalloc*.so* /content/gdrive/$mainpth/sd/libtcmalloc\n",
-        "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
-        "    %cd /content\n",
-        "    !rm *.tar.gz Patch && rm -r /content/gperftools\n",
-        "  else:\n",
-        "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
-        "\n",
-        "  !pip install controlnet_aux -qq --no-deps\n",
-        "  os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'\n",
-        "  os.environ['PYTHONWARNINGS'] = 'ignore'\n",
-        "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
-        "  !pip install Pillow==9.5.0\n",
-        "  !pip install protobuf==3.20.3\n",
-        "\n",
-        "clear_output()\n",
-        "inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "p4wj_txjP3TC"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Model Download/Load\n",
-        "\n",
-        "import gdown\n",
-        "from gdown.download import get_url_from_gdrive_confirmation\n",
-        "import re\n",
-        "\n",
-        "Use_Temp_Storage = False #@param {type:\"boolean\"}\n",
-        "#@markdown - If not, make sure you have enough space on your gdrive\n",
-        "\n",
-        "#@markdown ---\n",
-        "\n",
-        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\"]\n",
-        "\n",
-        "#@markdown Or\n",
-        "PATH_to_MODEL = \"\" #@param {type:\"string\"}\n",
-        "#@markdown - Insert the full path of your custom model or to a folder containing multiple models\n",
-        "\n",
-        "#@markdown Or\n",
-        "MODEL_LINK = \"\" #@param {type:\"string\"}\n",
-        "\n",
-        "\n",
-        "def getsrc(url):\n",
-        "    parsed_url = urlparse(url)\n",
-        "    if parsed_url.netloc == 'civitai.com':\n",
-        "        src='civitai'\n",
-        "    elif parsed_url.netloc == 'drive.google.com':\n",
-        "        src='gdrive'\n",
-        "    elif parsed_url.netloc == 'huggingface.co':\n",
-        "        src='huggingface'\n",
-        "    else:\n",
-        "        src='others'\n",
-        "    return src\n",
-        "\n",
-        "src=getsrc(MODEL_LINK)\n",
-        "\n",
-        "def get_name(url, gdrive):\n",
-        "    if not gdrive:\n",
-        "        response = requests.get(url, allow_redirects=False)\n",
-        "        if \"Location\" in response.headers:\n",
-        "            redirected_url = response.headers[\"Location\"]\n",
-        "            quer = parse_qs(urlparse(redirected_url).query)\n",
-        "            if \"response-content-disposition\" in quer:\n",
-        "                disp_val = quer[\"response-content-disposition\"][0].split(\";\")\n",
-        "                for vals in disp_val:\n",
-        "                    if vals.strip().startswith(\"filename=\"):\n",
-        "                        filenm=unquote(vals.split(\"=\", 1)[1].strip())\n",
-        "                        return filenm.replace(\"\\\"\",\"\")\n",
-        "    else:\n",
-        "        headers = {\"User-Agent\": \"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36\"}\n",
-        "        lnk=\"https://drive.google.com/uc?id={id}&export=download\".format(id=url[url.find(\"/d/\")+3:url.find(\"/view\")])\n",
-        "        res = requests.session().get(lnk, headers=headers, stream=True, verify=True)\n",
-        "        res = requests.session().get(get_url_from_gdrive_confirmation(res.text), headers=headers, stream=True, verify=True)\n",
-        "        content_disposition = six.moves.urllib_parse.unquote(res.headers[\"Content-Disposition\"])\n",
-        "        filenm = re.search('attachment; filename=\"(.*?)\"', content_disposition).groups()[0]\n",
-        "        return filenm\n",
-        "\n",
-        "\n",
-        "def dwn(url, dst, msg):\n",
-        "    file_size = None\n",
-        "    req = Request(url, headers={\"User-Agent\": \"torch.hub\"})\n",
-        "    u = urlopen(req)\n",
-        "    meta = u.info()\n",
-        "    if hasattr(meta, 'getheaders'):\n",
-        "        content_length = meta.getheaders(\"Content-Length\")\n",
-        "    else:\n",
-        "        content_length = meta.get_all(\"Content-Length\")\n",
-        "    if content_length is not None and len(content_length) > 0:\n",
-        "        file_size = int(content_length[0])\n",
-        "\n",
-        "    with tqdm(total=file_size, disable=False, mininterval=0.5,\n",
-        "              bar_format=msg+' |{bar:20}| {percentage:3.0f}%') as pbar:\n",
-        "        with open(dst, \"wb\") as f:\n",
-        "            while True:\n",
-        "                buffer = u.read(8192)\n",
-        "                if len(buffer) == 0:\n",
-        "                    break\n",
-        "                f.write(buffer)\n",
-        "                pbar.update(len(buffer))\n",
-        "            f.close()\n",
-        "\n",
-        "\n",
-        "def sdmdls(ver, Use_Temp_Storage):\n",
-        "\n",
-        "  if ver=='1.5':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/v1-5-pruned-emaonly.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v1-5-pruned-emaonly.safetensors'\n",
-        "    link='https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors'\n",
-        "  elif ver=='V2.1-768px':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/v2-1_768-ema-pruned.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v2-1_768-ema-pruned.safetensors'\n",
-        "    link='https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors'\n",
-        "  elif ver=='v1.5 Inpainting':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/sd-v1-5-inpainting.ckpt'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd-v1-5-inpainting.ckpt'\n",
-        "    link='https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-inpainting/resolve/main/sd-v1-5-inpainting.ckpt'\n",
-        "  elif ver=='SDXL':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/sd_xl_base_1.0.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd_xl_base_1.0.safetensors'\n",
-        "    link='https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors'\n",
-        "\n",
-        "  if not os.path.exists(model):\n",
-        "    !gdown --fuzzy -O $model $link\n",
-        "    if os.path.exists(model):\n",
-        "      clear_output()\n",
-        "      inf('\\u2714 Done','success', '50px')\n",
-        "    else:\n",
-        "      inf('\\u2718 Something went wrong, try again','danger', \"250px\")\n",
-        "  else:\n",
-        "      clear_output()\n",
-        "      inf('\\u2714 Model already exists','primary', '300px')\n",
-        "\n",
-        "  return model\n",
-        "\n",
-        "\n",
-        "if (PATH_to_MODEL !=''):\n",
-        "  if os.path.exists(str(PATH_to_MODEL)):\n",
-        "    inf('\\u2714 Using the trained model.','success', '200px')\n",
-        "\n",
-        "  else:\n",
-        "      while not os.path.exists(str(PATH_to_MODEL)):\n",
-        "        inf('\\u2718 Wrong path, use the colab file explorer to copy the path : ','danger', \"400px\")\n",
-        "        PATH_to_MODEL=input()\n",
-        "      if os.path.exists(str(PATH_to_MODEL)):\n",
-        "        inf('\\u2714 Using the custom model.','success', '200px')\n",
-        "\n",
-        "  model=PATH_to_MODEL\n",
-        "\n",
-        "elif MODEL_LINK != \"\":\n",
-        "\n",
-        "      if src=='civitai':\n",
-        "         modelname=get_name(MODEL_LINK, False)\n",
-        "         if Use_Temp_Storage:\n",
-        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "            model=f'/content/temp_models/{modelname}'\n",
-        "         else:\n",
-        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
-        "         if not os.path.exists(model):\n",
-        "            dwn(MODEL_LINK, model, 'Downloading the custom model')\n",
-        "            clear_output()\n",
-        "         else:\n",
-        "            inf('\\u2714 Model already exists','primary', '300px')\n",
-        "      elif src=='gdrive':\n",
-        "         modelname=get_name(MODEL_LINK, True)\n",
-        "         if Use_Temp_Storage:\n",
-        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "            model=f'/content/temp_models/{modelname}'\n",
-        "         else:\n",
-        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
-        "         if not os.path.exists(model):\n",
-        "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
-        "            clear_output()\n",
-        "         else:\n",
-        "            inf('\\u2714 Model already exists','primary', '300px')\n",
-        "      else:\n",
-        "         modelname=os.path.basename(MODEL_LINK)\n",
-        "         if Use_Temp_Storage:\n",
-        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "            model=f'/content/temp_models/{modelname}'\n",
-        "         else:\n",
-        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
-        "         if not os.path.exists(model):\n",
-        "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
-        "            clear_output()\n",
-        "         else:\n",
-        "            inf('\\u2714 Model already exists','primary', '700px')\n",
-        "\n",
-        "      if os.path.exists(model) and os.path.getsize(model) > 1810671599:\n",
-        "        inf('\\u2714 Model downloaded, using the custom model.','success', '300px')\n",
-        "      else:\n",
-        "        !rm model\n",
-        "        inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
-        "\n",
-        "else:\n",
-        "  model=sdmdls(Model_Version, Use_Temp_Storage)\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "Svx6Hx0iUPd1"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Download LoRA\n",
-        "\n",
-        "LoRA_LINK = \"\" #@param {type:\"string\"}\n",
-        "\n",
-        "if LoRA_LINK == \"\":\n",
-        "  inf('\\u2714 Nothing to do','primary', '200px')\n",
-        "else:\n",
-        "  os.makedirs('/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Lora', exist_ok=True)\n",
-        "\n",
-        "  src=getsrc(LoRA_LINK)\n",
-        "\n",
-        "  if src=='civitai':\n",
-        "      modelname=get_name(LoRA_LINK, False)\n",
-        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
-        "      if not os.path.exists(loramodel):\n",
-        "        dwn(LoRA_LINK, loramodel, 'Downloading the LoRA model '+modelname)\n",
-        "        clear_output()\n",
-        "      else:\n",
-        "        inf('\\u2714 Model already exists','primary', '200px')\n",
-        "  elif src=='gdrive':\n",
-        "      modelname=get_name(LoRA_LINK, True)\n",
-        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
-        "      if not os.path.exists(loramodel):\n",
-        "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
-        "        clear_output()\n",
-        "      else:\n",
-        "        inf('\\u2714 Model already exists','primary', '200px')\n",
-        "  else:\n",
-        "      modelname=os.path.basename(LoRA_LINK)\n",
-        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
-        "      if not os.path.exists(loramodel):\n",
-        "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
-        "        clear_output()\n",
-        "      else:\n",
-        "        inf('\\u2714 Model already exists','primary', '200px')\n",
-        "\n",
-        "  if os.path.exists(loramodel) :\n",
-        "    inf('\\u2714 LoRA downloaded','success', '200px')\n",
-        "  else:\n",
-        "    inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "zC3Rz1b2TBcB"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # ControlNet\n",
-        "from torch.hub import download_url_to_file\n",
-        "from urllib.parse import urlparse\n",
-        "import re\n",
-        "from subprocess import run\n",
-        "\n",
-        "XL_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"Sketch\", \"OpenPose\", \"Recolor\"]\n",
-        "\n",
-        "v1_Model = \"None\" #@param [ \"None\", \"All (21GB)\", \"Canny\", \"Depth\", \"Lineart\", \"MLSD\", \"Normal\", \"OpenPose\", \"Scribble\", \"Seg\", \"ip2p\", \"Shuffle\", \"Inpaint\", \"Softedge\", \"Lineart_Anime\", \"Tile\", \"T2iadapter_Models\"]\n",
-        "\n",
-        "v2_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"HED\", \"OpenPose\", \"Scribble\"]\n",
-        "\n",
-        "#@markdown - Download/update ControlNet extension and its models\n",
-        "\n",
-        "def download(url, model_dir):\n",
-        "\n",
-        "    filename = os.path.basename(urlparse(url).path)\n",
-        "    pth = os.path.abspath(os.path.join(model_dir, filename))\n",
-        "    if not os.path.exists(pth):\n",
-        "        print('Downloading: '+os.path.basename(url))\n",
-        "        download_url_to_file(url, pth, hash_prefix=None, progress=True)\n",
-        "    else:\n",
-        "      print(f\"\u001b[1;32mThe model {filename} already exists\u001b[0m\")\n",
-        "\n",
-        "\n",
-        "Canny='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_canny_mid.safetensors'\n",
-        "Depth='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_depth_mid.safetensors'\n",
-        "Sketch='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_sketch_256lora.safetensors'\n",
-        "OpenPose='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/thibaud_xl_openpose_256lora.safetensors'\n",
-        "Recolor='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_recolor_128lora.safetensors'\n",
-        "\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions\n",
-        "  if not os.path.exists('sd-w'+blsaphemy+'-controlnet'):\n",
-        "    !git clone https://github.com/Mikubill/sd-w$blsaphemy-controlnet.git\n",
-        "    %cd /content\n",
-        "  else:\n",
-        "    %cd sd-w$blsaphemy-controlnet\n",
-        "    !git reset --hard\n",
-        "    !git pull\n",
-        "    %cd /content\n",
-        "\n",
-        "mdldir='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/extensions/sd-w'+blsaphemy+'-controlnet/models'\n",
-        "for filename in os.listdir(mdldir):\n",
-        "  if \"_sd14v1\" in filename:\n",
-        "    renamed = re.sub(\"_sd14v1\", \"-fp16\", filename)\n",
-        "    os.rename(os.path.join(mdldir, filename), os.path.join(mdldir, renamed))\n",
-        "\n",
-        "!wget -q -O CN_models.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models.txt\n",
-        "!wget -q -O CN_models_v2.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_v2.txt\n",
-        "!wget -q -O CN_models_XL.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_XL.txt\n",
-        "\n",
-        "\n",
-        "with open(\"CN_models.txt\", 'r') as f:\n",
-        "  mdllnk = f.read().splitlines()\n",
-        "with open(\"CN_models_v2.txt\", 'r') as d:\n",
-        "  mdllnk_v2 = d.read().splitlines()\n",
-        "with open(\"CN_models_XL.txt\", 'r') as d:\n",
-        "  mdllnk_XL = d.read().splitlines()\n",
-        "\n",
-        "!rm CN_models.txt CN_models_v2.txt CN_models_XL.txt\n",
-        "\n",
-        "\n",
-        "if XL_Model == \"All\":\n",
-        "  for lnk_XL in mdllnk_XL:\n",
-        "      download(lnk_XL, mdldir)\n",
-        "  clear_output()\n",
-        "  inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "elif XL_Model == \"None\":\n",
-        "    pass\n",
-        "    clear_output()\n",
-        "    inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "else:\n",
-        "  download(globals()[XL_Model], mdldir)\n",
-        "  clear_output()\n",
-        "  inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "\n",
-        "Canny='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny.pth'\n",
-        "Depth='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth.pth'\n",
-        "Lineart='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart.pth'\n",
-        "MLSD='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd.pth'\n",
-        "Normal='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae.pth'\n",
-        "OpenPose='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose.pth'\n",
-        "Scribble='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble.pth'\n",
-        "Seg='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg.pth'\n",
-        "ip2p='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p.pth'\n",
-        "Shuffle='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle.pth'\n",
-        "Inpaint='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint.pth'\n",
-        "Softedge='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge.pth'\n",
-        "Lineart_Anime='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime.pth'\n",
-        "Tile='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile.pth'\n",
-        "\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  cfgnames=[os.path.basename(url).split('.')[0]+'.yaml' for url in mdllnk_v2]\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions/sd-w$blsaphemy-controlnet/models\n",
-        "  for name in cfgnames:\n",
-        "      run(['cp', 'cldm_v21.yaml', name])\n",
-        "  %cd /content\n",
-        "\n",
-        "if v1_Model == \"All (21GB)\":\n",
-        "  for lnk in mdllnk:\n",
-        "      download(lnk, mdldir)\n",
-        "  clear_output()\n",
-        "\n",
-        "elif v1_Model == \"T2iadapter_Models\":\n",
-        "  mdllnk=list(filter(lambda x: 't2i' in x, mdllnk))\n",
-        "  for lnk in mdllnk:\n",
-        "      download(lnk, mdldir)\n",
-        "  clear_output()\n",
-        "\n",
-        "elif v1_Model == \"None\":\n",
-        "    pass\n",
-        "    clear_output()\n",
-        "\n",
-        "else:\n",
-        "  download(globals()[v1_Model], mdldir)\n",
-        "  clear_output()\n",
-        "\n",
-        "Canny='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_canny.safetensors'\n",
-        "Depth='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_depth.safetensors'\n",
-        "HED='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_hed.safetensors'\n",
-        "OpenPose='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_openposev2.safetensors'\n",
-        "Scribble='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_scribble.safetensors'\n",
-        "\n",
-        "\n",
-        "if v2_Model == \"All\":\n",
-        "  for lnk_v2 in mdllnk_v2:\n",
-        "      download(lnk_v2, mdldir)\n",
-        "  clear_output()\n",
-        "  inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "elif v2_Model == \"None\":\n",
-        "    pass\n",
-        "    clear_output()\n",
-        "    inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "else:\n",
-        "  download(globals()[v2_Model], mdldir)\n",
-        "  clear_output()\n",
-        "  inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "  #@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "PjzwxTkPSPHf"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Start Stable-Diffusion\n",
-        "from IPython.utils import capture\n",
-        "import time\n",
-        "import sys\n",
-        "import fileinput\n",
-        "from pyngrok import ngrok, conf\n",
-        "import re\n",
-        "\n",
-        "\n",
-        "Use_Cloudflare_Tunnel = False #@param {type:\"boolean\"}\n",
-        "#@markdown - Offers better gradio responsivity\n",
-        "\n",
-        "Ngrok_token = \"\" #@param {type:\"string\"}\n",
-        "\n",
-        "#@markdown - Input your ngrok token if you want to use ngrok server\n",
-        "\n",
-        "User = \"\" #@param {type:\"string\"}\n",
-        "Password= \"\" #@param {type:\"string\"}\n",
-        "#@markdown - Add credentials to your Gradio interface (optional)\n",
-        "\n",
-        "auth=f\"--gradio-auth {User}:{Password}\"\n",
-        "if User ==\"\" or Password==\"\":\n",
-        "  auth=\"\"\n",
-        "\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/\n",
-        "  !wget -q -O extras.py https://raw.githubusercontent.com/lllyasviel/stable-diffusion-w$blsaphemy/master/modules/extras.py\n",
-        "  !wget -q -O sd_models.py https://raw.githubusercontent.com/lllyasviel/stable-diffusion-w$blsaphemy/master/modules/sd_models.py\n",
-        "  !wget -q -O /usr/local/lib/python3.10/dist-packages/gradio/blocks.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/blocks.py\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
-        "  \n",
-        "  !sed -i 's@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title;model.half()@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/sd_models.py\n",
-        "  #!sed -i 's@ui.create_ui().*@ui.create_ui();shared.demo.queue(concurrency_count=999999,status_update_rate=0.1)@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py\n",
-        "  !sed -i \"s@map_location='cpu'@map_location='cuda'@\" /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/extras.py\n",
-        "\n",
-        "  !sed -i 's@possible_sd_paths =.*@possible_sd_paths = [\\\"/content/gdrive/{mainpth}/sd/stablediffusion\\\"]@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
-        "  !sed -i 's@\\.\\.\\/@src/@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
-        "  !sed -i 's@src/generative-models@generative-models@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
-        "\n",
-        "  !sed -i 's@print(\\\"No module.*@@' /content/gdrive/$mainpth/sd/stablediffusion/ldm/modules/diffusionmodules/model.py\n",
-        "  !sed -i 's@\\[\"sd_model_checkpoint\"\\]@\\[\"sd_model_checkpoint\", \"sd_vae\", \"CLIP_stop_at_last_layers\", \"inpainting_mask_weight\", \"initial_noise_multiplier\"\\]@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/shared.py\n",
-        "\n",
-        "share=''\n",
-        "if Ngrok_token!=\"\":\n",
-        "  ngrok.kill()\n",
-        "  srv=ngrok.connect(7860, pyngrok_config=conf.PyngrokConfig(auth_token=Ngrok_token) , bind_tls=True).public_url\n",
-        "\n",
-        "  for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
-        "    if line.strip().startswith('self.server_name ='):\n",
-        "        line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
-        "    if line.strip().startswith('self.protocol = \"https\"'):\n",
-        "        line = '            self.protocol = \"https\"\\n'\n",
-        "    if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
-        "        line = ''\n",
-        "    if line.strip().startswith('else \"http\"'):\n",
-        "        line = ''\n",
-        "    sys.stdout.write(line)\n",
-        "\n",
-        "elif Use_Cloudflare_Tunnel:\n",
-        "  with capture.capture_output() as cap:\n",
-        "    !pkill cloudflared\n",
-        "    time.sleep(4)\n",
-        "    !nohup cloudflared tunnel --url http://localhost:7860 > /content/srv.txt 2>&1 &\n",
-        "    time.sleep(4)\n",
-        "    with open('/content/srv.txt', \"r\") as file: text = file.read()\n",
-        "    srv= re.findall(r\"https?://(?:\\S+?\\.)?trycloudflare\\.com\\S*\", text)[0]\n",
-        "\n",
-        "    for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
-        "      if line.strip().startswith('self.server_name ='):\n",
-        "          line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
-        "      if line.strip().startswith('self.protocol = \"https\"'):\n",
-        "          line = '            self.protocol = \"https\"\\n'\n",
-        "      if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
-        "          line = ''\n",
-        "      if line.strip().startswith('else \"http\"'):\n",
-        "          line = ''\n",
-        "      sys.stdout.write(line)\n",
-        "\n",
-        "    !rm /content/srv.txt\n",
-        "\n",
-        "else:\n",
-        "  share='--share'\n",
-        "\n",
-        "ckptdir=''\n",
-        "if os.path.exists('/content/temp_models'):\n",
-        "  ckptdir='--ckpt-dir /content/temp_models'\n",
-        "\n",
-        "try:\n",
-        "  model\n",
-        "  if os.path.isfile(model):\n",
-        "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir\n",
-        "  else:\n",
-        "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt-dir \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check\n",
-        "except:\n",
-        "   !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir"
-      ]
-    }
-  ],
-  "metadata": {
-    "accelerator": "GPU",
-    "colab": {
-      "provenance": []
-    },
-    "gpuClass": "standard",
-    "kernelspec": {
-      "display_name": "Python 3",
-      "name": "python3"
-    },
-    "language_info": {
-      "name": "python"
-    }
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "47kV9o1Ni8GH"
+   },
+   "source": [
+    "# **Colab Pro notebook from https://github.com/TheLastBen/fast-stable-diffusion** *Alternatives : [Paperspace](https://console.paperspace.com/github/TheLastBen/PPS?machine=Free-GPU)*"
+   ]
   },
-  "nbformat": 4,
-  "nbformat_minor": 0
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "Y9EBc437WDOs"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Connect Google Drive\n",
+    "from google.colab import drive\n",
+    "from IPython.display import clear_output\n",
+    "import ipywidgets as widgets\n",
+    "import os\n",
+    "\n",
+    "def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
+    "Shared_Drive = \"\" #@param {type:\"string\"}\n",
+    "#@markdown - Leave empty if you're not using a shared drive\n",
+    "\n",
+    "print(\"\u001b[0;33mConnecting...\")\n",
+    "drive.mount('/content/gdrive')\n",
+    "\n",
+    "if Shared_Drive!=\"\" and os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
+    "  mainpth=\"Shareddrives/\"+Shared_Drive\n",
+    "else:\n",
+    "  mainpth=\"MyDrive\"\n",
+    "\n",
+    "clear_output()\n",
+    "inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "CFWtw-6EPrKi"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Install/Update lllyasviel and AUTOMATIC1111 repos\n",
+    "from IPython.utils import capture\n",
+    "from IPython.display import clear_output\n",
+    "from subprocess import getoutput\n",
+    "import ipywidgets as widgets\n",
+    "import sys\n",
+    "import fileinput\n",
+    "import os\n",
+    "import time\n",
+    "import base64\n",
+    "import requests\n",
+    "from urllib.request import urlopen, Request\n",
+    "from urllib.parse import urlparse, parse_qs, unquote\n",
+    "from tqdm import tqdm\n",
+    "import six\n",
+    "\n",
+    "\n",
+    "blsaphemy=base64.b64decode((\"ZWJ1aQ==\").encode('ascii')).decode('ascii')\n",
+    "\n",
+    "if not os.path.exists(\"/content/gdrive\"):\n",
+    "  print('\u001b[1;31mGdrive not connected, using temporary colab storage ...')\n",
+    "  time.sleep(4)\n",
+    "  mainpth=\"MyDrive\"\n",
+    "  !mkdir -p /content/gdrive/$mainpth\n",
+    "  Shared_Drive=\"\"\n",
+    "\n",
+    "if Shared_Drive!=\"\" and not os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
+    "  print('\u001b[1;31mShared drive not detected, using default MyDrive')\n",
+    "  mainpth=\"MyDrive\"\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
+    "  fgitclone = \"git clone --depth 1\"\n",
+    "  %mkdir -p /content/gdrive/$mainpth/sd\n",
+    "  %cd /content/gdrive/$mainpth/sd\n",
+    "  !git clone -q --branch master https://github.com/lllyasviel/stable-diffusion-w$blsaphemy\n",
+    "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/cache/\n",
+    "  os.environ['TRANSFORMERS_CACHE']=f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
+    "  os.environ['TORCH_HOME'] = f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
+    "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories\n",
+    "  !git clone https://github.com/AUTOMATIC1111/stable-diffusion-w$blsaphemy-assets /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories/stable-diffusion-webui-assets\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
+    "  !git reset --hard\n",
+    "  !git checkout master\n",
+    "  time.sleep(1)\n",
+    "  !rm webui.sh\n",
+    "  !git pull\n",
+    "clear_output()\n",
+    "inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "ZGV_5H4xrOSp"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Requirements\n",
+    "\n",
+    "print('\u001b[1;32mInstalling requirements...')\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  %cd /content/\n",
+    "  !wget -q -i https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dependencies/A1111.txt\n",
+    "  !dpkg -i *.deb\n",
+    "  if not os.path.exists('/content/gdrive/'+mainpth+'/sd/stablediffusion'):\n",
+    "    !tar -C /content/gdrive/$mainpth --zstd -xf sd_mrep.tar.zst\n",
+    "  !tar -C / --zstd -xf gcolabdeps.tar.zst\n",
+    "  !rm *.deb | rm *.zst | rm *.txt\n",
+    "  if not os.path.exists('gdrive/'+mainpth+'/sd/libtcmalloc/libtcmalloc_minimal.so.4'):\n",
+    "    %env CXXFLAGS=-std=c++14\n",
+    "    !wget -q https://github.com/gperftools/gperftools/releases/download/gperftools-2.5/gperftools-2.5.tar.gz && tar zxf gperftools-2.5.tar.gz && mv gperftools-2.5 gperftools\n",
+    "    !wget -q https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/Patch\n",
+    "    %cd /content/gperftools\n",
+    "    !patch -p1 < /content/Patch\n",
+    "    !./configure --enable-minimal --enable-libunwind --enable-frame-pointers --enable-dynamic-sized-delete-support --enable-sized-delete --enable-emergency-malloc; make -j4\n",
+    "    !mkdir -p /content/gdrive/$mainpth/sd/libtcmalloc && cp .libs/libtcmalloc*.so* /content/gdrive/$mainpth/sd/libtcmalloc\n",
+    "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
+    "    %cd /content\n",
+    "    !rm *.tar.gz Patch && rm -r /content/gperftools\n",
+    "  else:\n",
+    "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
+    "\n",
+    "  !pip install controlnet_aux -qq --no-deps\n",
+    "  !rm -r /usr/local/lib/python3.10/dist-packages/google/_upb\n",
+    "  os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'\n",
+    "  os.environ['PYTHONWARNINGS'] = 'ignore'\n",
+    "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
+    "  !pip install Pillow==9.5.0\n",
+    "  !pip install protobuf==3.20.3\n",
+    "\n",
+    "clear_output()\n",
+    "inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "p4wj_txjP3TC"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Model Download/Load\n",
+    "\n",
+    "import gdown\n",
+    "from gdown.download import get_url_from_gdrive_confirmation\n",
+    "import re\n",
+    "\n",
+    "Use_Temp_Storage = False #@param {type:\"boolean\"}\n",
+    "#@markdown - If not, make sure you have enough space on your gdrive\n",
+    "\n",
+    "#@markdown ---\n",
+    "\n",
+    "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\"]\n",
+    "\n",
+    "#@markdown Or\n",
+    "PATH_to_MODEL = \"\" #@param {type:\"string\"}\n",
+    "#@markdown - Insert the full path of your custom model or to a folder containing multiple models\n",
+    "\n",
+    "#@markdown Or\n",
+    "MODEL_LINK = \"\" #@param {type:\"string\"}\n",
+    "\n",
+    "\n",
+    "def getsrc(url):\n",
+    "    parsed_url = urlparse(url)\n",
+    "    if parsed_url.netloc == 'civitai.com':\n",
+    "        src='civitai'\n",
+    "    elif parsed_url.netloc == 'drive.google.com':\n",
+    "        src='gdrive'\n",
+    "    elif parsed_url.netloc == 'huggingface.co':\n",
+    "        src='huggingface'\n",
+    "    else:\n",
+    "        src='others'\n",
+    "    return src\n",
+    "\n",
+    "src=getsrc(MODEL_LINK)\n",
+    "\n",
+    "def get_name(url, gdrive):\n",
+    "    if not gdrive:\n",
+    "        response = requests.get(url, allow_redirects=False)\n",
+    "        if \"Location\" in response.headers:\n",
+    "            redirected_url = response.headers[\"Location\"]\n",
+    "            quer = parse_qs(urlparse(redirected_url).query)\n",
+    "            if \"response-content-disposition\" in quer:\n",
+    "                disp_val = quer[\"response-content-disposition\"][0].split(\";\")\n",
+    "                for vals in disp_val:\n",
+    "                    if vals.strip().startswith(\"filename=\"):\n",
+    "                        filenm=unquote(vals.split(\"=\", 1)[1].strip())\n",
+    "                        return filenm.replace(\"\\\"\",\"\")\n",
+    "    else:\n",
+    "        headers = {\"User-Agent\": \"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36\"}\n",
+    "        lnk=\"https://drive.google.com/uc?id={id}&export=download\".format(id=url[url.find(\"/d/\")+3:url.find(\"/view\")])\n",
+    "        res = requests.session().get(lnk, headers=headers, stream=True, verify=True)\n",
+    "        res = requests.session().get(get_url_from_gdrive_confirmation(res.text), headers=headers, stream=True, verify=True)\n",
+    "        content_disposition = six.moves.urllib_parse.unquote(res.headers[\"Content-Disposition\"])\n",
+    "        filenm = re.search('attachment; filename=\"(.*?)\"', content_disposition).groups()[0]\n",
+    "        return filenm\n",
+    "\n",
+    "\n",
+    "def dwn(url, dst, msg):\n",
+    "    file_size = None\n",
+    "    req = Request(url, headers={\"User-Agent\": \"torch.hub\"})\n",
+    "    u = urlopen(req)\n",
+    "    meta = u.info()\n",
+    "    if hasattr(meta, 'getheaders'):\n",
+    "        content_length = meta.getheaders(\"Content-Length\")\n",
+    "    else:\n",
+    "        content_length = meta.get_all(\"Content-Length\")\n",
+    "    if content_length is not None and len(content_length) > 0:\n",
+    "        file_size = int(content_length[0])\n",
+    "\n",
+    "    with tqdm(total=file_size, disable=False, mininterval=0.5,\n",
+    "              bar_format=msg+' |{bar:20}| {percentage:3.0f}%') as pbar:\n",
+    "        with open(dst, \"wb\") as f:\n",
+    "            while True:\n",
+    "                buffer = u.read(8192)\n",
+    "                if len(buffer) == 0:\n",
+    "                    break\n",
+    "                f.write(buffer)\n",
+    "                pbar.update(len(buffer))\n",
+    "            f.close()\n",
+    "\n",
+    "\n",
+    "def sdmdls(ver, Use_Temp_Storage):\n",
+    "\n",
+    "  if ver=='1.5':\n",
+    "    if Use_Temp_Storage:\n",
+    "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "      model='/content/temp_models/v1-5-pruned-emaonly.safetensors'\n",
+    "    else:\n",
+    "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v1-5-pruned-emaonly.safetensors'\n",
+    "    link='https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors'\n",
+    "  elif ver=='V2.1-768px':\n",
+    "    if Use_Temp_Storage:\n",
+    "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "      model='/content/temp_models/v2-1_768-ema-pruned.safetensors'\n",
+    "    else:\n",
+    "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v2-1_768-ema-pruned.safetensors'\n",
+    "    link='https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors'\n",
+    "  elif ver=='v1.5 Inpainting':\n",
+    "    if Use_Temp_Storage:\n",
+    "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "      model='/content/temp_models/sd-v1-5-inpainting.ckpt'\n",
+    "    else:\n",
+    "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd-v1-5-inpainting.ckpt'\n",
+    "    link='https://huggingface.co/runwayml/stable-diffusion-inpainting/resolve/main/sd-v1-5-inpainting.ckpt'\n",
+    "  elif ver=='SDXL':\n",
+    "    if Use_Temp_Storage:\n",
+    "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "      model='/content/temp_models/sd_xl_base_1.0.safetensors'\n",
+    "    else:\n",
+    "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd_xl_base_1.0.safetensors'\n",
+    "    link='https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors'\n",
+    "\n",
+    "  if not os.path.exists(model):\n",
+    "    !gdown --fuzzy -O $model $link\n",
+    "    if os.path.exists(model):\n",
+    "      clear_output()\n",
+    "      inf('\\u2714 Done','success', '50px')\n",
+    "    else:\n",
+    "      inf('\\u2718 Something went wrong, try again','danger', \"250px\")\n",
+    "  else:\n",
+    "      clear_output()\n",
+    "      inf('\\u2714 Model already exists','primary', '300px')\n",
+    "\n",
+    "  return model\n",
+    "\n",
+    "\n",
+    "if (PATH_to_MODEL !=''):\n",
+    "  if os.path.exists(str(PATH_to_MODEL)):\n",
+    "    inf('\\u2714 Using the trained model.','success', '200px')\n",
+    "\n",
+    "  else:\n",
+    "      while not os.path.exists(str(PATH_to_MODEL)):\n",
+    "        inf('\\u2718 Wrong path, use the colab file explorer to copy the path : ','danger', \"400px\")\n",
+    "        PATH_to_MODEL=input()\n",
+    "      if os.path.exists(str(PATH_to_MODEL)):\n",
+    "        inf('\\u2714 Using the custom model.','success', '200px')\n",
+    "\n",
+    "  model=PATH_to_MODEL\n",
+    "\n",
+    "elif MODEL_LINK != \"\":\n",
+    "\n",
+    "      if src=='civitai':\n",
+    "         modelname=get_name(MODEL_LINK, False)\n",
+    "         if Use_Temp_Storage:\n",
+    "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "            model=f'/content/temp_models/{modelname}'\n",
+    "         else:\n",
+    "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+    "         if not os.path.exists(model):\n",
+    "            dwn(MODEL_LINK, model, 'Downloading the custom model')\n",
+    "            clear_output()\n",
+    "         else:\n",
+    "            inf('\\u2714 Model already exists','primary', '300px')\n",
+    "      elif src=='gdrive':\n",
+    "         modelname=get_name(MODEL_LINK, True)\n",
+    "         if Use_Temp_Storage:\n",
+    "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "            model=f'/content/temp_models/{modelname}'\n",
+    "         else:\n",
+    "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+    "         if not os.path.exists(model):\n",
+    "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
+    "            clear_output()\n",
+    "         else:\n",
+    "            inf('\\u2714 Model already exists','primary', '300px')\n",
+    "      else:\n",
+    "         modelname=os.path.basename(MODEL_LINK)\n",
+    "         if Use_Temp_Storage:\n",
+    "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "            model=f'/content/temp_models/{modelname}'\n",
+    "         else:\n",
+    "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+    "         if not os.path.exists(model):\n",
+    "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
+    "            clear_output()\n",
+    "         else:\n",
+    "            inf('\\u2714 Model already exists','primary', '700px')\n",
+    "\n",
+    "      if os.path.exists(model) and os.path.getsize(model) > 1810671599:\n",
+    "        inf('\\u2714 Model downloaded, using the custom model.','success', '300px')\n",
+    "      else:\n",
+    "        !rm model\n",
+    "        inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
+    "\n",
+    "else:\n",
+    "  model=sdmdls(Model_Version, Use_Temp_Storage)\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "Svx6Hx0iUPd1"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Download LoRA\n",
+    "\n",
+    "LoRA_LINK = \"\" #@param {type:\"string\"}\n",
+    "\n",
+    "if LoRA_LINK == \"\":\n",
+    "  inf('\\u2714 Nothing to do','primary', '200px')\n",
+    "else:\n",
+    "  os.makedirs('/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Lora', exist_ok=True)\n",
+    "\n",
+    "  src=getsrc(LoRA_LINK)\n",
+    "\n",
+    "  if src=='civitai':\n",
+    "      modelname=get_name(LoRA_LINK, False)\n",
+    "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+    "      if not os.path.exists(loramodel):\n",
+    "        dwn(LoRA_LINK, loramodel, 'Downloading the LoRA model '+modelname)\n",
+    "        clear_output()\n",
+    "      else:\n",
+    "        inf('\\u2714 Model already exists','primary', '200px')\n",
+    "  elif src=='gdrive':\n",
+    "      modelname=get_name(LoRA_LINK, True)\n",
+    "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+    "      if not os.path.exists(loramodel):\n",
+    "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
+    "        clear_output()\n",
+    "      else:\n",
+    "        inf('\\u2714 Model already exists','primary', '200px')\n",
+    "  else:\n",
+    "      modelname=os.path.basename(LoRA_LINK)\n",
+    "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+    "      if not os.path.exists(loramodel):\n",
+    "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
+    "        clear_output()\n",
+    "      else:\n",
+    "        inf('\\u2714 Model already exists','primary', '200px')\n",
+    "\n",
+    "  if os.path.exists(loramodel) :\n",
+    "    inf('\\u2714 LoRA downloaded','success', '200px')\n",
+    "  else:\n",
+    "    inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "zC3Rz1b2TBcB"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # ControlNet\n",
+    "from torch.hub import download_url_to_file\n",
+    "from urllib.parse import urlparse\n",
+    "import re\n",
+    "from subprocess import run\n",
+    "\n",
+    "XL_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"Sketch\", \"OpenPose\", \"Recolor\"]\n",
+    "\n",
+    "v1_Model = \"None\" #@param [ \"None\", \"All (21GB)\", \"Canny\", \"Depth\", \"Lineart\", \"MLSD\", \"Normal\", \"OpenPose\", \"Scribble\", \"Seg\", \"ip2p\", \"Shuffle\", \"Inpaint\", \"Softedge\", \"Lineart_Anime\", \"Tile\", \"T2iadapter_Models\"]\n",
+    "\n",
+    "v2_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"HED\", \"OpenPose\", \"Scribble\"]\n",
+    "\n",
+    "#@markdown - Download/update ControlNet extension and its models\n",
+    "\n",
+    "def download(url, model_dir):\n",
+    "\n",
+    "    filename = os.path.basename(urlparse(url).path)\n",
+    "    pth = os.path.abspath(os.path.join(model_dir, filename))\n",
+    "    if not os.path.exists(pth):\n",
+    "        print('Downloading: '+os.path.basename(url))\n",
+    "        download_url_to_file(url, pth, hash_prefix=None, progress=True)\n",
+    "    else:\n",
+    "      print(f\"\u001b[1;32mThe model {filename} already exists\u001b[0m\")\n",
+    "\n",
+    "\n",
+    "Canny='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_canny_mid.safetensors'\n",
+    "Depth='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_depth_mid.safetensors'\n",
+    "Sketch='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_sketch_256lora.safetensors'\n",
+    "OpenPose='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/thibaud_xl_openpose_256lora.safetensors'\n",
+    "Recolor='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_recolor_128lora.safetensors'\n",
+    "\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions\n",
+    "  if not os.path.exists('sd-w'+blsaphemy+'-controlnet'):\n",
+    "    !git clone https://github.com/Mikubill/sd-w$blsaphemy-controlnet.git\n",
+    "    %cd /content\n",
+    "  else:\n",
+    "    %cd sd-w$blsaphemy-controlnet\n",
+    "    !git reset --hard\n",
+    "    !git pull\n",
+    "    %cd /content\n",
+    "\n",
+    "mdldir='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/extensions/sd-w'+blsaphemy+'-controlnet/models'\n",
+    "for filename in os.listdir(mdldir):\n",
+    "  if \"_sd14v1\" in filename:\n",
+    "    renamed = re.sub(\"_sd14v1\", \"-fp16\", filename)\n",
+    "    os.rename(os.path.join(mdldir, filename), os.path.join(mdldir, renamed))\n",
+    "\n",
+    "!wget -q -O CN_models.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models.txt\n",
+    "!wget -q -O CN_models_v2.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_v2.txt\n",
+    "!wget -q -O CN_models_XL.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_XL.txt\n",
+    "\n",
+    "\n",
+    "with open(\"CN_models.txt\", 'r') as f:\n",
+    "  mdllnk = f.read().splitlines()\n",
+    "with open(\"CN_models_v2.txt\", 'r') as d:\n",
+    "  mdllnk_v2 = d.read().splitlines()\n",
+    "with open(\"CN_models_XL.txt\", 'r') as d:\n",
+    "  mdllnk_XL = d.read().splitlines()\n",
+    "\n",
+    "!rm CN_models.txt CN_models_v2.txt CN_models_XL.txt\n",
+    "\n",
+    "\n",
+    "if XL_Model == \"All\":\n",
+    "  for lnk_XL in mdllnk_XL:\n",
+    "      download(lnk_XL, mdldir)\n",
+    "  clear_output()\n",
+    "  inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "elif XL_Model == \"None\":\n",
+    "    pass\n",
+    "    clear_output()\n",
+    "    inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "else:\n",
+    "  download(globals()[XL_Model], mdldir)\n",
+    "  clear_output()\n",
+    "  inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "\n",
+    "Canny='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny.pth'\n",
+    "Depth='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth.pth'\n",
+    "Lineart='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart.pth'\n",
+    "MLSD='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd.pth'\n",
+    "Normal='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae.pth'\n",
+    "OpenPose='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose.pth'\n",
+    "Scribble='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble.pth'\n",
+    "Seg='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg.pth'\n",
+    "ip2p='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p.pth'\n",
+    "Shuffle='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle.pth'\n",
+    "Inpaint='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint.pth'\n",
+    "Softedge='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge.pth'\n",
+    "Lineart_Anime='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime.pth'\n",
+    "Tile='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile.pth'\n",
+    "\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  cfgnames=[os.path.basename(url).split('.')[0]+'.yaml' for url in mdllnk_v2]\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions/sd-w$blsaphemy-controlnet/models\n",
+    "  for name in cfgnames:\n",
+    "      run(['cp', 'cldm_v21.yaml', name])\n",
+    "  %cd /content\n",
+    "\n",
+    "if v1_Model == \"All (21GB)\":\n",
+    "  for lnk in mdllnk:\n",
+    "      download(lnk, mdldir)\n",
+    "  clear_output()\n",
+    "\n",
+    "elif v1_Model == \"T2iadapter_Models\":\n",
+    "  mdllnk=list(filter(lambda x: 't2i' in x, mdllnk))\n",
+    "  for lnk in mdllnk:\n",
+    "      download(lnk, mdldir)\n",
+    "  clear_output()\n",
+    "\n",
+    "elif v1_Model == \"None\":\n",
+    "    pass\n",
+    "    clear_output()\n",
+    "\n",
+    "else:\n",
+    "  download(globals()[v1_Model], mdldir)\n",
+    "  clear_output()\n",
+    "\n",
+    "Canny='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_canny.safetensors'\n",
+    "Depth='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_depth.safetensors'\n",
+    "HED='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_hed.safetensors'\n",
+    "OpenPose='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_openposev2.safetensors'\n",
+    "Scribble='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_scribble.safetensors'\n",
+    "\n",
+    "\n",
+    "if v2_Model == \"All\":\n",
+    "  for lnk_v2 in mdllnk_v2:\n",
+    "      download(lnk_v2, mdldir)\n",
+    "  clear_output()\n",
+    "  inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "elif v2_Model == \"None\":\n",
+    "    pass\n",
+    "    clear_output()\n",
+    "    inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "else:\n",
+    "  download(globals()[v2_Model], mdldir)\n",
+    "  clear_output()\n",
+    "  inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "  #@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "PjzwxTkPSPHf"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Start Stable-Diffusion\n",
+    "from IPython.utils import capture\n",
+    "import time\n",
+    "import sys\n",
+    "import fileinput\n",
+    "from pyngrok import ngrok, conf\n",
+    "import re\n",
+    "\n",
+    "\n",
+    "Use_Cloudflare_Tunnel = False #@param {type:\"boolean\"}\n",
+    "#@markdown - Offers better gradio responsivity\n",
+    "\n",
+    "Ngrok_token = \"\" #@param {type:\"string\"}\n",
+    "\n",
+    "#@markdown - Input your ngrok token if you want to use ngrok server\n",
+    "\n",
+    "User = \"\" #@param {type:\"string\"}\n",
+    "Password= \"\" #@param {type:\"string\"}\n",
+    "#@markdown - Add credentials to your Gradio interface (optional)\n",
+    "\n",
+    "auth=f\"--gradio-auth {User}:{Password}\"\n",
+    "if User ==\"\" or Password==\"\":\n",
+    "  auth=\"\"\n",
+    "\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/\n",
+    "  !wget -q -O extras.py https://raw.githubusercontent.com/lllyasviel/stable-diffusion-w$blsaphemy/master/modules/extras.py\n",
+    "  !wget -q -O sd_models.py https://raw.githubusercontent.com/lllyasviel/stable-diffusion-w$blsaphemy/master/modules/sd_models.py\n",
+    "  !wget -q -O /usr/local/lib/python3.10/dist-packages/gradio/blocks.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/blocks.py\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
+    "  \n",
+    "  !sed -i 's@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title;model.half()@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/sd_models.py\n",
+    "  #!sed -i 's@ui.create_ui().*@ui.create_ui();shared.demo.queue(concurrency_count=999999,status_update_rate=0.1)@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py\n",
+    "  !sed -i \"s@map_location='cpu'@map_location='cuda'@\" /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/extras.py\n",
+    "\n",
+    "  !sed -i 's@possible_sd_paths =.*@possible_sd_paths = [\\\"/content/gdrive/{mainpth}/sd/stablediffusion\\\"]@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+    "  !sed -i 's@\\.\\.\\/@src/@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+    "  !sed -i 's@src/generative-models@generative-models@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+    "\n",
+    "  !sed -i 's@print(\\\"No module.*@@' /content/gdrive/$mainpth/sd/stablediffusion/ldm/modules/diffusionmodules/model.py\n",
+    "  !sed -i 's@\\[\"sd_model_checkpoint\"\\]@\\[\"sd_model_checkpoint\", \"sd_vae\", \"CLIP_stop_at_last_layers\", \"inpainting_mask_weight\", \"initial_noise_multiplier\"\\]@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/shared.py\n",
+    "\n",
+    "share=''\n",
+    "if Ngrok_token!=\"\":\n",
+    "  ngrok.kill()\n",
+    "  srv=ngrok.connect(7860, pyngrok_config=conf.PyngrokConfig(auth_token=Ngrok_token) , bind_tls=True).public_url\n",
+    "\n",
+    "  for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
+    "    if line.strip().startswith('self.server_name ='):\n",
+    "        line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
+    "    if line.strip().startswith('self.protocol = \"https\"'):\n",
+    "        line = '            self.protocol = \"https\"\\n'\n",
+    "    if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
+    "        line = ''\n",
+    "    if line.strip().startswith('else \"http\"'):\n",
+    "        line = ''\n",
+    "    sys.stdout.write(line)\n",
+    "\n",
+    "elif Use_Cloudflare_Tunnel:\n",
+    "  with capture.capture_output() as cap:\n",
+    "    !pkill cloudflared\n",
+    "    time.sleep(4)\n",
+    "    !nohup cloudflared tunnel --url http://localhost:7860 > /content/srv.txt 2>&1 &\n",
+    "    time.sleep(4)\n",
+    "    with open('/content/srv.txt', \"r\") as file: text = file.read()\n",
+    "    srv= re.findall(r\"https?://(?:\\S+?\\.)?trycloudflare\\.com\\S*\", text)[0]\n",
+    "\n",
+    "    for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
+    "      if line.strip().startswith('self.server_name ='):\n",
+    "          line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
+    "      if line.strip().startswith('self.protocol = \"https\"'):\n",
+    "          line = '            self.protocol = \"https\"\\n'\n",
+    "      if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
+    "          line = ''\n",
+    "      if line.strip().startswith('else \"http\"'):\n",
+    "          line = ''\n",
+    "      sys.stdout.write(line)\n",
+    "\n",
+    "    !rm /content/srv.txt\n",
+    "\n",
+    "else:\n",
+    "  share='--share'\n",
+    "\n",
+    "ckptdir=''\n",
+    "if os.path.exists('/content/temp_models'):\n",
+    "  ckptdir='--ckpt-dir /content/temp_models'\n",
+    "\n",
+    "try:\n",
+    "  model\n",
+    "  if os.path.isfile(model):\n",
+    "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir\n",
+    "  else:\n",
+    "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt-dir \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check\n",
+    "except:\n",
+    "   !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir"
+   ]
+  }
+ ],
+ "metadata": {
+  "accelerator": "GPU",
+  "colab": {
+   "provenance": []
+  },
+  "gpuClass": "standard",
+  "kernelspec": {
+   "display_name": "Python 3",
+   "name": "python3"
+  },
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
 }
diff --git a/fast_stable_diffusion_ReForge.ipynb b/fast_stable_diffusion_ReForge.ipynb
index 86839b35..f3049e5d 100644
--- a/fast_stable_diffusion_ReForge.ipynb
+++ b/fast_stable_diffusion_ReForge.ipynb
@@ -1,691 +1,692 @@
 {
-  "cells": [
-    {
-      "cell_type": "markdown",
-      "metadata": {
-        "id": "47kV9o1Ni8GH"
-      },
-      "source": [
-        "# **Colab Pro notebook from https://github.com/TheLastBen/fast-stable-diffusion** *Alternatives : [Paperspace](https://console.paperspace.com/github/TheLastBen/PPS?machine=Free-GPU)*"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "Y9EBc437WDOs"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Connect Google Drive\n",
-        "from google.colab import drive\n",
-        "from IPython.display import clear_output\n",
-        "import ipywidgets as widgets\n",
-        "import os\n",
-        "\n",
-        "def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
-        "Shared_Drive = \"\" #@param {type:\"string\"}\n",
-        "#@markdown - Leave empty if you're not using a shared drive\n",
-        "\n",
-        "print(\"\u001b[0;33mConnecting...\")\n",
-        "drive.mount('/content/gdrive')\n",
-        "\n",
-        "if Shared_Drive!=\"\" and os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
-        "  mainpth=\"Shareddrives/\"+Shared_Drive\n",
-        "else:\n",
-        "  mainpth=\"MyDrive\"\n",
-        "\n",
-        "clear_output()\n",
-        "inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "CFWtw-6EPrKi"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Install/Update Panchovix repo\n",
-        "from IPython.utils import capture\n",
-        "from IPython.display import clear_output\n",
-        "from subprocess import getoutput\n",
-        "import ipywidgets as widgets\n",
-        "import sys\n",
-        "import fileinput\n",
-        "import os\n",
-        "import time\n",
-        "import base64\n",
-        "import requests\n",
-        "from urllib.request import urlopen, Request\n",
-        "from urllib.parse import urlparse, parse_qs, unquote\n",
-        "from tqdm import tqdm\n",
-        "import six\n",
-        "\n",
-        "\n",
-        "blsaphemy=base64.b64decode((\"ZWJ1aQ==\").encode('ascii')).decode('ascii')\n",
-        "\n",
-        "if not os.path.exists(\"/content/gdrive\"):\n",
-        "  print('\u001b[1;31mGdrive not connected, using temporary colab storage ...')\n",
-        "  time.sleep(4)\n",
-        "  mainpth=\"MyDrive\"\n",
-        "  !mkdir -p /content/gdrive/$mainpth\n",
-        "  Shared_Drive=\"\"\n",
-        "\n",
-        "if Shared_Drive!=\"\" and not os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
-        "  print('\u001b[1;31mShared drive not detected, using default MyDrive')\n",
-        "  mainpth=\"MyDrive\"\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
-        "  fgitclone = \"git clone --depth 1\"\n",
-        "  %mkdir -p /content/gdrive/$mainpth/sd\n",
-        "  %cd /content/gdrive/$mainpth/sd\n",
-        "  !git clone -q --branch master https://github.com/Panchovix/stable-diffusion-w$blsaphemy\n",
-        "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/cache/\n",
-        "  os.environ['TRANSFORMERS_CACHE']=f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
-        "  os.environ['TORCH_HOME'] = f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
-        "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories\n",
-        "  !git clone https://github.com/AUTOMATIC1111/stable-diffusion-w$blsaphemy-assets /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories/stable-diffusion-webui-assets\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
-        "  !git reset --hard\n",
-        "  !git checkout master\n",
-        "  time.sleep(1)\n",
-        "  !rm webui.sh\n",
-        "  !git pull\n",
-        "clear_output()\n",
-        "inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "ZGV_5H4xrOSp"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Requirements\n",
-        "\n",
-        "print('\u001b[1;32mInstalling requirements...')\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  %cd /content/\n",
-        "  !wget -q -i https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dependencies/A1111.txt\n",
-        "  !dpkg -i *.deb\n",
-        "  if not os.path.exists('/content/gdrive/'+mainpth+'/sd/stablediffusion'):\n",
-        "    !tar -C /content/gdrive/$mainpth --zstd -xf sd_mrep.tar.zst\n",
-        "  !tar -C / --zstd -xf gcolabdeps.tar.zst\n",
-        "  !rm *.deb | rm *.zst | rm *.txt\n",
-        "  if not os.path.exists('gdrive/'+mainpth+'/sd/libtcmalloc/libtcmalloc_minimal.so.4'):\n",
-        "    %env CXXFLAGS=-std=c++14\n",
-        "    !wget -q https://github.com/gperftools/gperftools/releases/download/gperftools-2.5/gperftools-2.5.tar.gz && tar zxf gperftools-2.5.tar.gz && mv gperftools-2.5 gperftools\n",
-        "    !wget -q https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/Patch\n",
-        "    %cd /content/gperftools\n",
-        "    !patch -p1 < /content/Patch\n",
-        "    !./configure --enable-minimal --enable-libunwind --enable-frame-pointers --enable-dynamic-sized-delete-support --enable-sized-delete --enable-emergency-malloc; make -j4\n",
-        "    !mkdir -p /content/gdrive/$mainpth/sd/libtcmalloc && cp .libs/libtcmalloc*.so* /content/gdrive/$mainpth/sd/libtcmalloc\n",
-        "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
-        "    %cd /content\n",
-        "    !rm *.tar.gz Patch && rm -r /content/gperftools\n",
-        "  else:\n",
-        "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
-        "\n",
-        "  !pip install controlnet_aux -qq --no-deps\n",
-        "  os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'\n",
-        "  os.environ['PYTHONWARNINGS'] = 'ignore'\n",
-        "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
-        "  !pip install Pillow==9.5.0\n",
-        "  !pip install protobuf==3.20.3\n",
-        "\n",
-        "clear_output()\n",
-        "inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "p4wj_txjP3TC"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Model Download/Load\n",
-        "\n",
-        "import gdown\n",
-        "from gdown.download import get_url_from_gdrive_confirmation\n",
-        "import re\n",
-        "\n",
-        "Use_Temp_Storage = False #@param {type:\"boolean\"}\n",
-        "#@markdown - If not, make sure you have enough space on your gdrive\n",
-        "\n",
-        "#@markdown ---\n",
-        "\n",
-        "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\"]\n",
-        "\n",
-        "#@markdown Or\n",
-        "PATH_to_MODEL = \"\" #@param {type:\"string\"}\n",
-        "#@markdown - Insert the full path of your custom model or to a folder containing multiple models\n",
-        "\n",
-        "#@markdown Or\n",
-        "MODEL_LINK = \"\" #@param {type:\"string\"}\n",
-        "\n",
-        "\n",
-        "def getsrc(url):\n",
-        "    parsed_url = urlparse(url)\n",
-        "    if parsed_url.netloc == 'civitai.com':\n",
-        "        src='civitai'\n",
-        "    elif parsed_url.netloc == 'drive.google.com':\n",
-        "        src='gdrive'\n",
-        "    elif parsed_url.netloc == 'huggingface.co':\n",
-        "        src='huggingface'\n",
-        "    else:\n",
-        "        src='others'\n",
-        "    return src\n",
-        "\n",
-        "src=getsrc(MODEL_LINK)\n",
-        "\n",
-        "def get_name(url, gdrive):\n",
-        "    if not gdrive:\n",
-        "        response = requests.get(url, allow_redirects=False)\n",
-        "        if \"Location\" in response.headers:\n",
-        "            redirected_url = response.headers[\"Location\"]\n",
-        "            quer = parse_qs(urlparse(redirected_url).query)\n",
-        "            if \"response-content-disposition\" in quer:\n",
-        "                disp_val = quer[\"response-content-disposition\"][0].split(\";\")\n",
-        "                for vals in disp_val:\n",
-        "                    if vals.strip().startswith(\"filename=\"):\n",
-        "                        filenm=unquote(vals.split(\"=\", 1)[1].strip())\n",
-        "                        return filenm.replace(\"\\\"\",\"\")\n",
-        "    else:\n",
-        "        headers = {\"User-Agent\": \"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36\"}\n",
-        "        lnk=\"https://drive.google.com/uc?id={id}&export=download\".format(id=url[url.find(\"/d/\")+3:url.find(\"/view\")])\n",
-        "        res = requests.session().get(lnk, headers=headers, stream=True, verify=True)\n",
-        "        res = requests.session().get(get_url_from_gdrive_confirmation(res.text), headers=headers, stream=True, verify=True)\n",
-        "        content_disposition = six.moves.urllib_parse.unquote(res.headers[\"Content-Disposition\"])\n",
-        "        filenm = re.search('attachment; filename=\"(.*?)\"', content_disposition).groups()[0]\n",
-        "        return filenm\n",
-        "\n",
-        "\n",
-        "def dwn(url, dst, msg):\n",
-        "    file_size = None\n",
-        "    req = Request(url, headers={\"User-Agent\": \"torch.hub\"})\n",
-        "    u = urlopen(req)\n",
-        "    meta = u.info()\n",
-        "    if hasattr(meta, 'getheaders'):\n",
-        "        content_length = meta.getheaders(\"Content-Length\")\n",
-        "    else:\n",
-        "        content_length = meta.get_all(\"Content-Length\")\n",
-        "    if content_length is not None and len(content_length) > 0:\n",
-        "        file_size = int(content_length[0])\n",
-        "\n",
-        "    with tqdm(total=file_size, disable=False, mininterval=0.5,\n",
-        "              bar_format=msg+' |{bar:20}| {percentage:3.0f}%') as pbar:\n",
-        "        with open(dst, \"wb\") as f:\n",
-        "            while True:\n",
-        "                buffer = u.read(8192)\n",
-        "                if len(buffer) == 0:\n",
-        "                    break\n",
-        "                f.write(buffer)\n",
-        "                pbar.update(len(buffer))\n",
-        "            f.close()\n",
-        "\n",
-        "\n",
-        "def sdmdls(ver, Use_Temp_Storage):\n",
-        "\n",
-        "  if ver=='1.5':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/v1-5-pruned-emaonly.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v1-5-pruned-emaonly.safetensors'\n",
-        "    link='https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors'\n",
-        "  elif ver=='V2.1-768px':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/v2-1_768-ema-pruned.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v2-1_768-ema-pruned.safetensors'\n",
-        "    link='https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors'\n",
-        "  elif ver=='v1.5 Inpainting':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/sd-v1-5-inpainting.ckpt'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd-v1-5-inpainting.ckpt'\n",
-        "    link='https://huggingface.co/stable-diffusion-v1-5/stable-diffusion-inpainting/resolve/main/sd-v1-5-inpainting.ckpt'\n",
-        "  elif ver=='SDXL':\n",
-        "    if Use_Temp_Storage:\n",
-        "      os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "      model='/content/temp_models/sd_xl_base_1.0.safetensors'\n",
-        "    else:\n",
-        "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd_xl_base_1.0.safetensors'\n",
-        "    link='https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors'\n",
-        "\n",
-        "  if not os.path.exists(model):\n",
-        "    !gdown --fuzzy -O $model $link\n",
-        "    if os.path.exists(model):\n",
-        "      clear_output()\n",
-        "      inf('\\u2714 Done','success', '50px')\n",
-        "    else:\n",
-        "      inf('\\u2718 Something went wrong, try again','danger', \"250px\")\n",
-        "  else:\n",
-        "      clear_output()\n",
-        "      inf('\\u2714 Model already exists','primary', '300px')\n",
-        "\n",
-        "  return model\n",
-        "\n",
-        "\n",
-        "if (PATH_to_MODEL !=''):\n",
-        "  if os.path.exists(str(PATH_to_MODEL)):\n",
-        "    inf('\\u2714 Using the trained model.','success', '200px')\n",
-        "\n",
-        "  else:\n",
-        "      while not os.path.exists(str(PATH_to_MODEL)):\n",
-        "        inf('\\u2718 Wrong path, use the colab file explorer to copy the path : ','danger', \"400px\")\n",
-        "        PATH_to_MODEL=input()\n",
-        "      if os.path.exists(str(PATH_to_MODEL)):\n",
-        "        inf('\\u2714 Using the custom model.','success', '200px')\n",
-        "\n",
-        "  model=PATH_to_MODEL\n",
-        "\n",
-        "elif MODEL_LINK != \"\":\n",
-        "\n",
-        "      if src=='civitai':\n",
-        "         modelname=get_name(MODEL_LINK, False)\n",
-        "         if Use_Temp_Storage:\n",
-        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "            model=f'/content/temp_models/{modelname}'\n",
-        "         else:\n",
-        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
-        "         if not os.path.exists(model):\n",
-        "            dwn(MODEL_LINK, model, 'Downloading the custom model')\n",
-        "            clear_output()\n",
-        "         else:\n",
-        "            inf('\\u2714 Model already exists','primary', '300px')\n",
-        "      elif src=='gdrive':\n",
-        "         modelname=get_name(MODEL_LINK, True)\n",
-        "         if Use_Temp_Storage:\n",
-        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "            model=f'/content/temp_models/{modelname}'\n",
-        "         else:\n",
-        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
-        "         if not os.path.exists(model):\n",
-        "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
-        "            clear_output()\n",
-        "         else:\n",
-        "            inf('\\u2714 Model already exists','primary', '300px')\n",
-        "      else:\n",
-        "         modelname=os.path.basename(MODEL_LINK)\n",
-        "         if Use_Temp_Storage:\n",
-        "            os.makedirs('/content/temp_models', exist_ok=True)\n",
-        "            model=f'/content/temp_models/{modelname}'\n",
-        "         else:\n",
-        "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
-        "         if not os.path.exists(model):\n",
-        "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
-        "            clear_output()\n",
-        "         else:\n",
-        "            inf('\\u2714 Model already exists','primary', '700px')\n",
-        "\n",
-        "      if os.path.exists(model) and os.path.getsize(model) > 1810671599:\n",
-        "        inf('\\u2714 Model downloaded, using the custom model.','success', '300px')\n",
-        "      else:\n",
-        "        !rm model\n",
-        "        inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
-        "\n",
-        "else:\n",
-        "  model=sdmdls(Model_Version, Use_Temp_Storage)\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "Svx6Hx0iUPd1"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Download LoRA\n",
-        "\n",
-        "LoRA_LINK = \"\" #@param {type:\"string\"}\n",
-        "\n",
-        "if LoRA_LINK == \"\":\n",
-        "  inf('\\u2714 Nothing to do','primary', '200px')\n",
-        "else:\n",
-        "  os.makedirs('/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Lora', exist_ok=True)\n",
-        "\n",
-        "  src=getsrc(LoRA_LINK)\n",
-        "\n",
-        "  if src=='civitai':\n",
-        "      modelname=get_name(LoRA_LINK, False)\n",
-        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
-        "      if not os.path.exists(loramodel):\n",
-        "        dwn(LoRA_LINK, loramodel, 'Downloading the LoRA model '+modelname)\n",
-        "        clear_output()\n",
-        "      else:\n",
-        "        inf('\\u2714 Model already exists','primary', '200px')\n",
-        "  elif src=='gdrive':\n",
-        "      modelname=get_name(LoRA_LINK, True)\n",
-        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
-        "      if not os.path.exists(loramodel):\n",
-        "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
-        "        clear_output()\n",
-        "      else:\n",
-        "        inf('\\u2714 Model already exists','primary', '200px')\n",
-        "  else:\n",
-        "      modelname=os.path.basename(LoRA_LINK)\n",
-        "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
-        "      if not os.path.exists(loramodel):\n",
-        "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
-        "        clear_output()\n",
-        "      else:\n",
-        "        inf('\\u2714 Model already exists','primary', '200px')\n",
-        "\n",
-        "  if os.path.exists(loramodel) :\n",
-        "    inf('\\u2714 LoRA downloaded','success', '200px')\n",
-        "  else:\n",
-        "    inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
-        "\n",
-        "#@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "zC3Rz1b2TBcB"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # ControlNet\n",
-        "from torch.hub import download_url_to_file\n",
-        "from urllib.parse import urlparse\n",
-        "import re\n",
-        "from subprocess import run\n",
-        "\n",
-        "XL_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"Sketch\", \"OpenPose\", \"Recolor\"]\n",
-        "\n",
-        "v1_Model = \"None\" #@param [ \"None\", \"All (21GB)\", \"Canny\", \"Depth\", \"Lineart\", \"MLSD\", \"Normal\", \"OpenPose\", \"Scribble\", \"Seg\", \"ip2p\", \"Shuffle\", \"Inpaint\", \"Softedge\", \"Lineart_Anime\", \"Tile\", \"T2iadapter_Models\"]\n",
-        "\n",
-        "v2_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"HED\", \"OpenPose\", \"Scribble\"]\n",
-        "\n",
-        "#@markdown - Download/update ControlNet extension and its models\n",
-        "\n",
-        "def download(url, model_dir):\n",
-        "\n",
-        "    filename = os.path.basename(urlparse(url).path)\n",
-        "    pth = os.path.abspath(os.path.join(model_dir, filename))\n",
-        "    if not os.path.exists(pth):\n",
-        "        print('Downloading: '+os.path.basename(url))\n",
-        "        download_url_to_file(url, pth, hash_prefix=None, progress=True)\n",
-        "    else:\n",
-        "      print(f\"\u001b[1;32mThe model {filename} already exists\u001b[0m\")\n",
-        "\n",
-        "\n",
-        "Canny='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_canny_mid.safetensors'\n",
-        "Depth='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_depth_mid.safetensors'\n",
-        "Sketch='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_sketch_256lora.safetensors'\n",
-        "OpenPose='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/thibaud_xl_openpose_256lora.safetensors'\n",
-        "Recolor='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_recolor_128lora.safetensors'\n",
-        "\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions\n",
-        "  if not os.path.exists('sd-w'+blsaphemy+'-controlnet'):\n",
-        "    !git clone https://github.com/Mikubill/sd-w$blsaphemy-controlnet.git\n",
-        "    %cd /content\n",
-        "  else:\n",
-        "    %cd sd-w$blsaphemy-controlnet\n",
-        "    !git reset --hard\n",
-        "    !git pull\n",
-        "    %cd /content\n",
-        "\n",
-        "mdldir='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/extensions/sd-w'+blsaphemy+'-controlnet/models'\n",
-        "for filename in os.listdir(mdldir):\n",
-        "  if \"_sd14v1\" in filename:\n",
-        "    renamed = re.sub(\"_sd14v1\", \"-fp16\", filename)\n",
-        "    os.rename(os.path.join(mdldir, filename), os.path.join(mdldir, renamed))\n",
-        "\n",
-        "!wget -q -O CN_models.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models.txt\n",
-        "!wget -q -O CN_models_v2.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_v2.txt\n",
-        "!wget -q -O CN_models_XL.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_XL.txt\n",
-        "\n",
-        "\n",
-        "with open(\"CN_models.txt\", 'r') as f:\n",
-        "  mdllnk = f.read().splitlines()\n",
-        "with open(\"CN_models_v2.txt\", 'r') as d:\n",
-        "  mdllnk_v2 = d.read().splitlines()\n",
-        "with open(\"CN_models_XL.txt\", 'r') as d:\n",
-        "  mdllnk_XL = d.read().splitlines()\n",
-        "\n",
-        "!rm CN_models.txt CN_models_v2.txt CN_models_XL.txt\n",
-        "\n",
-        "\n",
-        "if XL_Model == \"All\":\n",
-        "  for lnk_XL in mdllnk_XL:\n",
-        "      download(lnk_XL, mdldir)\n",
-        "  clear_output()\n",
-        "  inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "elif XL_Model == \"None\":\n",
-        "    pass\n",
-        "    clear_output()\n",
-        "    inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "else:\n",
-        "  download(globals()[XL_Model], mdldir)\n",
-        "  clear_output()\n",
-        "  inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "\n",
-        "Canny='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny.pth'\n",
-        "Depth='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth.pth'\n",
-        "Lineart='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart.pth'\n",
-        "MLSD='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd.pth'\n",
-        "Normal='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae.pth'\n",
-        "OpenPose='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose.pth'\n",
-        "Scribble='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble.pth'\n",
-        "Seg='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg.pth'\n",
-        "ip2p='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p.pth'\n",
-        "Shuffle='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle.pth'\n",
-        "Inpaint='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint.pth'\n",
-        "Softedge='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge.pth'\n",
-        "Lineart_Anime='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime.pth'\n",
-        "Tile='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile.pth'\n",
-        "\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  cfgnames=[os.path.basename(url).split('.')[0]+'.yaml' for url in mdllnk_v2]\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions/sd-w$blsaphemy-controlnet/models\n",
-        "  for name in cfgnames:\n",
-        "      run(['cp', 'cldm_v21.yaml', name])\n",
-        "  %cd /content\n",
-        "\n",
-        "if v1_Model == \"All (21GB)\":\n",
-        "  for lnk in mdllnk:\n",
-        "      download(lnk, mdldir)\n",
-        "  clear_output()\n",
-        "\n",
-        "elif v1_Model == \"T2iadapter_Models\":\n",
-        "  mdllnk=list(filter(lambda x: 't2i' in x, mdllnk))\n",
-        "  for lnk in mdllnk:\n",
-        "      download(lnk, mdldir)\n",
-        "  clear_output()\n",
-        "\n",
-        "elif v1_Model == \"None\":\n",
-        "    pass\n",
-        "    clear_output()\n",
-        "\n",
-        "else:\n",
-        "  download(globals()[v1_Model], mdldir)\n",
-        "  clear_output()\n",
-        "\n",
-        "Canny='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_canny.safetensors'\n",
-        "Depth='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_depth.safetensors'\n",
-        "HED='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_hed.safetensors'\n",
-        "OpenPose='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_openposev2.safetensors'\n",
-        "Scribble='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_scribble.safetensors'\n",
-        "\n",
-        "\n",
-        "if v2_Model == \"All\":\n",
-        "  for lnk_v2 in mdllnk_v2:\n",
-        "      download(lnk_v2, mdldir)\n",
-        "  clear_output()\n",
-        "  inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "elif v2_Model == \"None\":\n",
-        "    pass\n",
-        "    clear_output()\n",
-        "    inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "else:\n",
-        "  download(globals()[v2_Model], mdldir)\n",
-        "  clear_output()\n",
-        "  inf('\\u2714 Done','success', '50px')\n",
-        "\n",
-        "  #@markdown ---"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "metadata": {
-        "cellView": "form",
-        "id": "PjzwxTkPSPHf"
-      },
-      "outputs": [],
-      "source": [
-        "#@markdown # Start Stable-Diffusion\n",
-        "from IPython.utils import capture\n",
-        "import time\n",
-        "import sys\n",
-        "import fileinput\n",
-        "from pyngrok import ngrok, conf\n",
-        "import re\n",
-        "\n",
-        "\n",
-        "Use_Cloudflare_Tunnel = False #@param {type:\"boolean\"}\n",
-        "#@markdown - Offers better gradio responsivity\n",
-        "\n",
-        "Ngrok_token = \"\" #@param {type:\"string\"}\n",
-        "\n",
-        "#@markdown - Input your ngrok token if you want to use ngrok server\n",
-        "\n",
-        "User = \"\" #@param {type:\"string\"}\n",
-        "Password= \"\" #@param {type:\"string\"}\n",
-        "#@markdown - Add credentials to your Gradio interface (optional)\n",
-        "\n",
-        "auth=f\"--gradio-auth {User}:{Password}\"\n",
-        "if User ==\"\" or Password==\"\":\n",
-        "  auth=\"\"\n",
-        "\n",
-        "\n",
-        "with capture.capture_output() as cap:\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/\n",
-        "  !wget -q -O extras.py https://raw.githubusercontent.com/Panchovix/stable-diffusion-w$blsaphemy/master/modules/extras.py\n",
-        "  !wget -q -O sd_models.py https://raw.githubusercontent.com/Panchovix/stable-diffusion-w$blsaphemy/master/modules/sd_models.py\n",
-        "  !wget -q -O /usr/local/lib/python3.10/dist-packages/gradio/blocks.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/blocks.py\n",
-        "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
-        "  \n",
-        "  !sed -i 's@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title;model.half()@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/sd_models.py\n",
-        "  #!sed -i 's@ui.create_ui().*@ui.create_ui();shared.demo.queue(concurrency_count=999999,status_update_rate=0.1)@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py\n",
-        "  !sed -i \"s@map_location='cpu'@map_location='cuda'@\" /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/extras.py\n",
-        "\n",
-        "  !sed -i 's@possible_sd_paths =.*@possible_sd_paths = [\\\"/content/gdrive/{mainpth}/sd/stablediffusion\\\"]@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
-        "  !sed -i 's@\\.\\.\\/@src/@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
-        "  !sed -i 's@src/generative-models@generative-models@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
-        "\n",
-        "  !sed -i 's@print(\\\"No module.*@@' /content/gdrive/$mainpth/sd/stablediffusion/ldm/modules/diffusionmodules/model.py\n",
-        "  !sed -i 's@\\[\"sd_model_checkpoint\"\\]@\\[\"sd_model_checkpoint\", \"sd_vae\", \"CLIP_stop_at_last_layers\", \"inpainting_mask_weight\", \"initial_noise_multiplier\"\\]@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/shared.py\n",
-        "\n",
-        "share=''\n",
-        "if Ngrok_token!=\"\":\n",
-        "  ngrok.kill()\n",
-        "  srv=ngrok.connect(7860, pyngrok_config=conf.PyngrokConfig(auth_token=Ngrok_token) , bind_tls=True).public_url\n",
-        "\n",
-        "  for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
-        "    if line.strip().startswith('self.server_name ='):\n",
-        "        line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
-        "    if line.strip().startswith('self.protocol = \"https\"'):\n",
-        "        line = '            self.protocol = \"https\"\\n'\n",
-        "    if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
-        "        line = ''\n",
-        "    if line.strip().startswith('else \"http\"'):\n",
-        "        line = ''\n",
-        "    sys.stdout.write(line)\n",
-        "\n",
-        "elif Use_Cloudflare_Tunnel:\n",
-        "  with capture.capture_output() as cap:\n",
-        "    !pkill cloudflared\n",
-        "    time.sleep(4)\n",
-        "    !nohup cloudflared tunnel --url http://localhost:7860 > /content/srv.txt 2>&1 &\n",
-        "    time.sleep(4)\n",
-        "    with open('/content/srv.txt', \"r\") as file: text = file.read()\n",
-        "    srv= re.findall(r\"https?://(?:\\S+?\\.)?trycloudflare\\.com\\S*\", text)[0]\n",
-        "\n",
-        "    for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
-        "      if line.strip().startswith('self.server_name ='):\n",
-        "          line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
-        "      if line.strip().startswith('self.protocol = \"https\"'):\n",
-        "          line = '            self.protocol = \"https\"\\n'\n",
-        "      if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
-        "          line = ''\n",
-        "      if line.strip().startswith('else \"http\"'):\n",
-        "          line = ''\n",
-        "      sys.stdout.write(line)\n",
-        "\n",
-        "    !rm /content/srv.txt\n",
-        "\n",
-        "else:\n",
-        "  share='--share'\n",
-        "\n",
-        "ckptdir=''\n",
-        "if os.path.exists('/content/temp_models'):\n",
-        "  ckptdir='--ckpt-dir /content/temp_models'\n",
-        "\n",
-        "try:\n",
-        "  model\n",
-        "  if os.path.isfile(model):\n",
-        "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir\n",
-        "  else:\n",
-        "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt-dir \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check\n",
-        "except:\n",
-        "   !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir"
-      ]
-    }
-  ],
-  "metadata": {
-    "accelerator": "GPU",
-    "colab": {
-      "provenance": []
-    },
-    "gpuClass": "standard",
-    "kernelspec": {
-      "display_name": "Python 3",
-      "name": "python3"
-    },
-    "language_info": {
-      "name": "python"
-    }
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {
+    "id": "47kV9o1Ni8GH"
+   },
+   "source": [
+    "# **Colab Pro notebook from https://github.com/TheLastBen/fast-stable-diffusion** *Alternatives : [Paperspace](https://console.paperspace.com/github/TheLastBen/PPS?machine=Free-GPU)*"
+   ]
   },
-  "nbformat": 4,
-  "nbformat_minor": 0
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "Y9EBc437WDOs"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Connect Google Drive\n",
+    "from google.colab import drive\n",
+    "from IPython.display import clear_output\n",
+    "import ipywidgets as widgets\n",
+    "import os\n",
+    "\n",
+    "def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
+    "Shared_Drive = \"\" #@param {type:\"string\"}\n",
+    "#@markdown - Leave empty if you're not using a shared drive\n",
+    "\n",
+    "print(\"\u001b[0;33mConnecting...\")\n",
+    "drive.mount('/content/gdrive')\n",
+    "\n",
+    "if Shared_Drive!=\"\" and os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
+    "  mainpth=\"Shareddrives/\"+Shared_Drive\n",
+    "else:\n",
+    "  mainpth=\"MyDrive\"\n",
+    "\n",
+    "clear_output()\n",
+    "inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "CFWtw-6EPrKi"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Install/Update Panchovix and AUTOMATIC1111 repos\n",
+    "from IPython.utils import capture\n",
+    "from IPython.display import clear_output\n",
+    "from subprocess import getoutput\n",
+    "import ipywidgets as widgets\n",
+    "import sys\n",
+    "import fileinput\n",
+    "import os\n",
+    "import time\n",
+    "import base64\n",
+    "import requests\n",
+    "from urllib.request import urlopen, Request\n",
+    "from urllib.parse import urlparse, parse_qs, unquote\n",
+    "from tqdm import tqdm\n",
+    "import six\n",
+    "\n",
+    "\n",
+    "blsaphemy=base64.b64decode((\"ZWJ1aQ==\").encode('ascii')).decode('ascii')\n",
+    "\n",
+    "if not os.path.exists(\"/content/gdrive\"):\n",
+    "  print('\u001b[1;31mGdrive not connected, using temporary colab storage ...')\n",
+    "  time.sleep(4)\n",
+    "  mainpth=\"MyDrive\"\n",
+    "  !mkdir -p /content/gdrive/$mainpth\n",
+    "  Shared_Drive=\"\"\n",
+    "\n",
+    "if Shared_Drive!=\"\" and not os.path.exists(\"/content/gdrive/Shareddrives\"):\n",
+    "  print('\u001b[1;31mShared drive not detected, using default MyDrive')\n",
+    "  mainpth=\"MyDrive\"\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf)\n",
+    "  fgitclone = \"git clone --depth 1\"\n",
+    "  %mkdir -p /content/gdrive/$mainpth/sd\n",
+    "  %cd /content/gdrive/$mainpth/sd\n",
+    "  !git clone -q --branch master https://github.com/Panchovix/stable-diffusion-w$blsaphemy\n",
+    "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/cache/\n",
+    "  os.environ['TRANSFORMERS_CACHE']=f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
+    "  os.environ['TORCH_HOME'] = f\"/content/gdrive/{mainpth}/sd/stable-diffusion-w\"+blsaphemy+\"/cache\"\n",
+    "  !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories\n",
+    "  !git clone https://github.com/AUTOMATIC1111/stable-diffusion-w$blsaphemy-assets /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/repositories/stable-diffusion-webui-assets\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
+    "  !git reset --hard\n",
+    "  !git checkout master\n",
+    "  time.sleep(1)\n",
+    "  !rm webui.sh\n",
+    "  !git pull\n",
+    "clear_output()\n",
+    "inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "ZGV_5H4xrOSp"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Requirements\n",
+    "\n",
+    "print('\u001b[1;32mInstalling requirements...')\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  %cd /content/\n",
+    "  !wget -q -i https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dependencies/A1111.txt\n",
+    "  !dpkg -i *.deb\n",
+    "  if not os.path.exists('/content/gdrive/'+mainpth+'/sd/stablediffusion'):\n",
+    "    !tar -C /content/gdrive/$mainpth --zstd -xf sd_mrep.tar.zst\n",
+    "  !tar -C / --zstd -xf gcolabdeps.tar.zst\n",
+    "  !rm *.deb | rm *.zst | rm *.txt\n",
+    "  if not os.path.exists('gdrive/'+mainpth+'/sd/libtcmalloc/libtcmalloc_minimal.so.4'):\n",
+    "    %env CXXFLAGS=-std=c++14\n",
+    "    !wget -q https://github.com/gperftools/gperftools/releases/download/gperftools-2.5/gperftools-2.5.tar.gz && tar zxf gperftools-2.5.tar.gz && mv gperftools-2.5 gperftools\n",
+    "    !wget -q https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/Patch\n",
+    "    %cd /content/gperftools\n",
+    "    !patch -p1 < /content/Patch\n",
+    "    !./configure --enable-minimal --enable-libunwind --enable-frame-pointers --enable-dynamic-sized-delete-support --enable-sized-delete --enable-emergency-malloc; make -j4\n",
+    "    !mkdir -p /content/gdrive/$mainpth/sd/libtcmalloc && cp .libs/libtcmalloc*.so* /content/gdrive/$mainpth/sd/libtcmalloc\n",
+    "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
+    "    %cd /content\n",
+    "    !rm *.tar.gz Patch && rm -r /content/gperftools\n",
+    "  else:\n",
+    "    %env LD_PRELOAD=/content/gdrive/$mainpth/sd/libtcmalloc/libtcmalloc_minimal.so.4\n",
+    "\n",
+    "  !pip install controlnet_aux -qq --no-deps\n",
+    "  !rm -r /usr/local/lib/python3.10/dist-packages/google/_upb\n",
+    "  os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3'\n",
+    "  os.environ['PYTHONWARNINGS'] = 'ignore'\n",
+    "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
+    "  !pip install Pillow==9.5.0\n",
+    "  !pip install protobuf==3.20.3\n",
+    "\n",
+    "clear_output()\n",
+    "inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "p4wj_txjP3TC"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Model Download/Load\n",
+    "\n",
+    "import gdown\n",
+    "from gdown.download import get_url_from_gdrive_confirmation\n",
+    "import re\n",
+    "\n",
+    "Use_Temp_Storage = False #@param {type:\"boolean\"}\n",
+    "#@markdown - If not, make sure you have enough space on your gdrive\n",
+    "\n",
+    "#@markdown ---\n",
+    "\n",
+    "Model_Version = \"SDXL\" #@param [\"SDXL\", \"1.5\", \"v1.5 Inpainting\", \"V2.1-768px\"]\n",
+    "\n",
+    "#@markdown Or\n",
+    "PATH_to_MODEL = \"\" #@param {type:\"string\"}\n",
+    "#@markdown - Insert the full path of your custom model or to a folder containing multiple models\n",
+    "\n",
+    "#@markdown Or\n",
+    "MODEL_LINK = \"\" #@param {type:\"string\"}\n",
+    "\n",
+    "\n",
+    "def getsrc(url):\n",
+    "    parsed_url = urlparse(url)\n",
+    "    if parsed_url.netloc == 'civitai.com':\n",
+    "        src='civitai'\n",
+    "    elif parsed_url.netloc == 'drive.google.com':\n",
+    "        src='gdrive'\n",
+    "    elif parsed_url.netloc == 'huggingface.co':\n",
+    "        src='huggingface'\n",
+    "    else:\n",
+    "        src='others'\n",
+    "    return src\n",
+    "\n",
+    "src=getsrc(MODEL_LINK)\n",
+    "\n",
+    "def get_name(url, gdrive):\n",
+    "    if not gdrive:\n",
+    "        response = requests.get(url, allow_redirects=False)\n",
+    "        if \"Location\" in response.headers:\n",
+    "            redirected_url = response.headers[\"Location\"]\n",
+    "            quer = parse_qs(urlparse(redirected_url).query)\n",
+    "            if \"response-content-disposition\" in quer:\n",
+    "                disp_val = quer[\"response-content-disposition\"][0].split(\";\")\n",
+    "                for vals in disp_val:\n",
+    "                    if vals.strip().startswith(\"filename=\"):\n",
+    "                        filenm=unquote(vals.split(\"=\", 1)[1].strip())\n",
+    "                        return filenm.replace(\"\\\"\",\"\")\n",
+    "    else:\n",
+    "        headers = {\"User-Agent\": \"Mozilla/5.0 (Macintosh; Intel Mac OS X 10_10_1) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/39.0.2171.95 Safari/537.36\"}\n",
+    "        lnk=\"https://drive.google.com/uc?id={id}&export=download\".format(id=url[url.find(\"/d/\")+3:url.find(\"/view\")])\n",
+    "        res = requests.session().get(lnk, headers=headers, stream=True, verify=True)\n",
+    "        res = requests.session().get(get_url_from_gdrive_confirmation(res.text), headers=headers, stream=True, verify=True)\n",
+    "        content_disposition = six.moves.urllib_parse.unquote(res.headers[\"Content-Disposition\"])\n",
+    "        filenm = re.search('attachment; filename=\"(.*?)\"', content_disposition).groups()[0]\n",
+    "        return filenm\n",
+    "\n",
+    "\n",
+    "def dwn(url, dst, msg):\n",
+    "    file_size = None\n",
+    "    req = Request(url, headers={\"User-Agent\": \"torch.hub\"})\n",
+    "    u = urlopen(req)\n",
+    "    meta = u.info()\n",
+    "    if hasattr(meta, 'getheaders'):\n",
+    "        content_length = meta.getheaders(\"Content-Length\")\n",
+    "    else:\n",
+    "        content_length = meta.get_all(\"Content-Length\")\n",
+    "    if content_length is not None and len(content_length) > 0:\n",
+    "        file_size = int(content_length[0])\n",
+    "\n",
+    "    with tqdm(total=file_size, disable=False, mininterval=0.5,\n",
+    "              bar_format=msg+' |{bar:20}| {percentage:3.0f}%') as pbar:\n",
+    "        with open(dst, \"wb\") as f:\n",
+    "            while True:\n",
+    "                buffer = u.read(8192)\n",
+    "                if len(buffer) == 0:\n",
+    "                    break\n",
+    "                f.write(buffer)\n",
+    "                pbar.update(len(buffer))\n",
+    "            f.close()\n",
+    "\n",
+    "\n",
+    "def sdmdls(ver, Use_Temp_Storage):\n",
+    "\n",
+    "  if ver=='1.5':\n",
+    "    if Use_Temp_Storage:\n",
+    "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "      model='/content/temp_models/v1-5-pruned-emaonly.safetensors'\n",
+    "    else:\n",
+    "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v1-5-pruned-emaonly.safetensors'\n",
+    "    link='https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.safetensors'\n",
+    "  elif ver=='V2.1-768px':\n",
+    "    if Use_Temp_Storage:\n",
+    "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "      model='/content/temp_models/v2-1_768-ema-pruned.safetensors'\n",
+    "    else:\n",
+    "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/v2-1_768-ema-pruned.safetensors'\n",
+    "    link='https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors'\n",
+    "  elif ver=='v1.5 Inpainting':\n",
+    "    if Use_Temp_Storage:\n",
+    "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "      model='/content/temp_models/sd-v1-5-inpainting.ckpt'\n",
+    "    else:\n",
+    "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd-v1-5-inpainting.ckpt'\n",
+    "    link='https://huggingface.co/runwayml/stable-diffusion-inpainting/resolve/main/sd-v1-5-inpainting.ckpt'\n",
+    "  elif ver=='SDXL':\n",
+    "    if Use_Temp_Storage:\n",
+    "      os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "      model='/content/temp_models/sd_xl_base_1.0.safetensors'\n",
+    "    else:\n",
+    "      model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Stable-diffusion/sd_xl_base_1.0.safetensors'\n",
+    "    link='https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors'\n",
+    "\n",
+    "  if not os.path.exists(model):\n",
+    "    !gdown --fuzzy -O $model $link\n",
+    "    if os.path.exists(model):\n",
+    "      clear_output()\n",
+    "      inf('\\u2714 Done','success', '50px')\n",
+    "    else:\n",
+    "      inf('\\u2718 Something went wrong, try again','danger', \"250px\")\n",
+    "  else:\n",
+    "      clear_output()\n",
+    "      inf('\\u2714 Model already exists','primary', '300px')\n",
+    "\n",
+    "  return model\n",
+    "\n",
+    "\n",
+    "if (PATH_to_MODEL !=''):\n",
+    "  if os.path.exists(str(PATH_to_MODEL)):\n",
+    "    inf('\\u2714 Using the trained model.','success', '200px')\n",
+    "\n",
+    "  else:\n",
+    "      while not os.path.exists(str(PATH_to_MODEL)):\n",
+    "        inf('\\u2718 Wrong path, use the colab file explorer to copy the path : ','danger', \"400px\")\n",
+    "        PATH_to_MODEL=input()\n",
+    "      if os.path.exists(str(PATH_to_MODEL)):\n",
+    "        inf('\\u2714 Using the custom model.','success', '200px')\n",
+    "\n",
+    "  model=PATH_to_MODEL\n",
+    "\n",
+    "elif MODEL_LINK != \"\":\n",
+    "\n",
+    "      if src=='civitai':\n",
+    "         modelname=get_name(MODEL_LINK, False)\n",
+    "         if Use_Temp_Storage:\n",
+    "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "            model=f'/content/temp_models/{modelname}'\n",
+    "         else:\n",
+    "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+    "         if not os.path.exists(model):\n",
+    "            dwn(MODEL_LINK, model, 'Downloading the custom model')\n",
+    "            clear_output()\n",
+    "         else:\n",
+    "            inf('\\u2714 Model already exists','primary', '300px')\n",
+    "      elif src=='gdrive':\n",
+    "         modelname=get_name(MODEL_LINK, True)\n",
+    "         if Use_Temp_Storage:\n",
+    "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "            model=f'/content/temp_models/{modelname}'\n",
+    "         else:\n",
+    "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+    "         if not os.path.exists(model):\n",
+    "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
+    "            clear_output()\n",
+    "         else:\n",
+    "            inf('\\u2714 Model already exists','primary', '300px')\n",
+    "      else:\n",
+    "         modelname=os.path.basename(MODEL_LINK)\n",
+    "         if Use_Temp_Storage:\n",
+    "            os.makedirs('/content/temp_models', exist_ok=True)\n",
+    "            model=f'/content/temp_models/{modelname}'\n",
+    "         else:\n",
+    "            model=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Stable-diffusion/{modelname}'\n",
+    "         if not os.path.exists(model):\n",
+    "            gdown.download(url=MODEL_LINK, output=model, quiet=False, fuzzy=True)\n",
+    "            clear_output()\n",
+    "         else:\n",
+    "            inf('\\u2714 Model already exists','primary', '700px')\n",
+    "\n",
+    "      if os.path.exists(model) and os.path.getsize(model) > 1810671599:\n",
+    "        inf('\\u2714 Model downloaded, using the custom model.','success', '300px')\n",
+    "      else:\n",
+    "        !rm model\n",
+    "        inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
+    "\n",
+    "else:\n",
+    "  model=sdmdls(Model_Version, Use_Temp_Storage)\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "Svx6Hx0iUPd1"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Download LoRA\n",
+    "\n",
+    "LoRA_LINK = \"\" #@param {type:\"string\"}\n",
+    "\n",
+    "if LoRA_LINK == \"\":\n",
+    "  inf('\\u2714 Nothing to do','primary', '200px')\n",
+    "else:\n",
+    "  os.makedirs('/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/models/Lora', exist_ok=True)\n",
+    "\n",
+    "  src=getsrc(LoRA_LINK)\n",
+    "\n",
+    "  if src=='civitai':\n",
+    "      modelname=get_name(LoRA_LINK, False)\n",
+    "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+    "      if not os.path.exists(loramodel):\n",
+    "        dwn(LoRA_LINK, loramodel, 'Downloading the LoRA model '+modelname)\n",
+    "        clear_output()\n",
+    "      else:\n",
+    "        inf('\\u2714 Model already exists','primary', '200px')\n",
+    "  elif src=='gdrive':\n",
+    "      modelname=get_name(LoRA_LINK, True)\n",
+    "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+    "      if not os.path.exists(loramodel):\n",
+    "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
+    "        clear_output()\n",
+    "      else:\n",
+    "        inf('\\u2714 Model already exists','primary', '200px')\n",
+    "  else:\n",
+    "      modelname=os.path.basename(LoRA_LINK)\n",
+    "      loramodel=f'/content/gdrive/{mainpth}/sd/stable-diffusion-w{blsaphemy}/models/Lora/{modelname}'\n",
+    "      if not os.path.exists(loramodel):\n",
+    "        gdown.download(url=LoRA_LINK, output=loramodel, quiet=False, fuzzy=True)\n",
+    "        clear_output()\n",
+    "      else:\n",
+    "        inf('\\u2714 Model already exists','primary', '200px')\n",
+    "\n",
+    "  if os.path.exists(loramodel) :\n",
+    "    inf('\\u2714 LoRA downloaded','success', '200px')\n",
+    "  else:\n",
+    "    inf('\\u2718 Wrong link, check that the link is valid','danger', \"300px\")\n",
+    "\n",
+    "#@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "zC3Rz1b2TBcB"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # ControlNet\n",
+    "from torch.hub import download_url_to_file\n",
+    "from urllib.parse import urlparse\n",
+    "import re\n",
+    "from subprocess import run\n",
+    "\n",
+    "XL_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"Sketch\", \"OpenPose\", \"Recolor\"]\n",
+    "\n",
+    "v1_Model = \"None\" #@param [ \"None\", \"All (21GB)\", \"Canny\", \"Depth\", \"Lineart\", \"MLSD\", \"Normal\", \"OpenPose\", \"Scribble\", \"Seg\", \"ip2p\", \"Shuffle\", \"Inpaint\", \"Softedge\", \"Lineart_Anime\", \"Tile\", \"T2iadapter_Models\"]\n",
+    "\n",
+    "v2_Model = \"None\" #@param [ \"None\", \"All\", \"Canny\", \"Depth\", \"HED\", \"OpenPose\", \"Scribble\"]\n",
+    "\n",
+    "#@markdown - Download/update ControlNet extension and its models\n",
+    "\n",
+    "def download(url, model_dir):\n",
+    "\n",
+    "    filename = os.path.basename(urlparse(url).path)\n",
+    "    pth = os.path.abspath(os.path.join(model_dir, filename))\n",
+    "    if not os.path.exists(pth):\n",
+    "        print('Downloading: '+os.path.basename(url))\n",
+    "        download_url_to_file(url, pth, hash_prefix=None, progress=True)\n",
+    "    else:\n",
+    "      print(f\"\u001b[1;32mThe model {filename} already exists\u001b[0m\")\n",
+    "\n",
+    "\n",
+    "Canny='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_canny_mid.safetensors'\n",
+    "Depth='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/diffusers_xl_depth_mid.safetensors'\n",
+    "Sketch='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_sketch_256lora.safetensors'\n",
+    "OpenPose='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/thibaud_xl_openpose_256lora.safetensors'\n",
+    "Recolor='https://huggingface.co/lllyasviel/sd_control_collection/resolve/main/sai_xl_recolor_128lora.safetensors'\n",
+    "\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions\n",
+    "  if not os.path.exists('sd-w'+blsaphemy+'-controlnet'):\n",
+    "    !git clone https://github.com/Mikubill/sd-w$blsaphemy-controlnet.git\n",
+    "    %cd /content\n",
+    "  else:\n",
+    "    %cd sd-w$blsaphemy-controlnet\n",
+    "    !git reset --hard\n",
+    "    !git pull\n",
+    "    %cd /content\n",
+    "\n",
+    "mdldir='/content/gdrive/'+mainpth+'/sd/stable-diffusion-w'+blsaphemy+'/extensions/sd-w'+blsaphemy+'-controlnet/models'\n",
+    "for filename in os.listdir(mdldir):\n",
+    "  if \"_sd14v1\" in filename:\n",
+    "    renamed = re.sub(\"_sd14v1\", \"-fp16\", filename)\n",
+    "    os.rename(os.path.join(mdldir, filename), os.path.join(mdldir, renamed))\n",
+    "\n",
+    "!wget -q -O CN_models.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models.txt\n",
+    "!wget -q -O CN_models_v2.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_v2.txt\n",
+    "!wget -q -O CN_models_XL.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models_XL.txt\n",
+    "\n",
+    "\n",
+    "with open(\"CN_models.txt\", 'r') as f:\n",
+    "  mdllnk = f.read().splitlines()\n",
+    "with open(\"CN_models_v2.txt\", 'r') as d:\n",
+    "  mdllnk_v2 = d.read().splitlines()\n",
+    "with open(\"CN_models_XL.txt\", 'r') as d:\n",
+    "  mdllnk_XL = d.read().splitlines()\n",
+    "\n",
+    "!rm CN_models.txt CN_models_v2.txt CN_models_XL.txt\n",
+    "\n",
+    "\n",
+    "if XL_Model == \"All\":\n",
+    "  for lnk_XL in mdllnk_XL:\n",
+    "      download(lnk_XL, mdldir)\n",
+    "  clear_output()\n",
+    "  inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "elif XL_Model == \"None\":\n",
+    "    pass\n",
+    "    clear_output()\n",
+    "    inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "else:\n",
+    "  download(globals()[XL_Model], mdldir)\n",
+    "  clear_output()\n",
+    "  inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "\n",
+    "Canny='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_canny.pth'\n",
+    "Depth='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1p_sd15_depth.pth'\n",
+    "Lineart='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_lineart.pth'\n",
+    "MLSD='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_mlsd.pth'\n",
+    "Normal='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_normalbae.pth'\n",
+    "OpenPose='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_openpose.pth'\n",
+    "Scribble='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_scribble.pth'\n",
+    "Seg='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_seg.pth'\n",
+    "ip2p='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_ip2p.pth'\n",
+    "Shuffle='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11e_sd15_shuffle.pth'\n",
+    "Inpaint='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_inpaint.pth'\n",
+    "Softedge='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15_softedge.pth'\n",
+    "Lineart_Anime='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11p_sd15s2_lineart_anime.pth'\n",
+    "Tile='https://huggingface.co/lllyasviel/ControlNet-v1-1/resolve/main/control_v11f1e_sd15_tile.pth'\n",
+    "\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  cfgnames=[os.path.basename(url).split('.')[0]+'.yaml' for url in mdllnk_v2]\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/extensions/sd-w$blsaphemy-controlnet/models\n",
+    "  for name in cfgnames:\n",
+    "      run(['cp', 'cldm_v21.yaml', name])\n",
+    "  %cd /content\n",
+    "\n",
+    "if v1_Model == \"All (21GB)\":\n",
+    "  for lnk in mdllnk:\n",
+    "      download(lnk, mdldir)\n",
+    "  clear_output()\n",
+    "\n",
+    "elif v1_Model == \"T2iadapter_Models\":\n",
+    "  mdllnk=list(filter(lambda x: 't2i' in x, mdllnk))\n",
+    "  for lnk in mdllnk:\n",
+    "      download(lnk, mdldir)\n",
+    "  clear_output()\n",
+    "\n",
+    "elif v1_Model == \"None\":\n",
+    "    pass\n",
+    "    clear_output()\n",
+    "\n",
+    "else:\n",
+    "  download(globals()[v1_Model], mdldir)\n",
+    "  clear_output()\n",
+    "\n",
+    "Canny='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_canny.safetensors'\n",
+    "Depth='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_depth.safetensors'\n",
+    "HED='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_hed.safetensors'\n",
+    "OpenPose='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_openposev2.safetensors'\n",
+    "Scribble='https://huggingface.co/thibaud/controlnet-sd21/resolve/main/control_v11p_sd21_scribble.safetensors'\n",
+    "\n",
+    "\n",
+    "if v2_Model == \"All\":\n",
+    "  for lnk_v2 in mdllnk_v2:\n",
+    "      download(lnk_v2, mdldir)\n",
+    "  clear_output()\n",
+    "  inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "elif v2_Model == \"None\":\n",
+    "    pass\n",
+    "    clear_output()\n",
+    "    inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "else:\n",
+    "  download(globals()[v2_Model], mdldir)\n",
+    "  clear_output()\n",
+    "  inf('\\u2714 Done','success', '50px')\n",
+    "\n",
+    "  #@markdown ---"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {
+    "cellView": "form",
+    "id": "PjzwxTkPSPHf"
+   },
+   "outputs": [],
+   "source": [
+    "#@markdown # Start Stable-Diffusion\n",
+    "from IPython.utils import capture\n",
+    "import time\n",
+    "import sys\n",
+    "import fileinput\n",
+    "from pyngrok import ngrok, conf\n",
+    "import re\n",
+    "\n",
+    "\n",
+    "Use_Cloudflare_Tunnel = False #@param {type:\"boolean\"}\n",
+    "#@markdown - Offers better gradio responsivity\n",
+    "\n",
+    "Ngrok_token = \"\" #@param {type:\"string\"}\n",
+    "\n",
+    "#@markdown - Input your ngrok token if you want to use ngrok server\n",
+    "\n",
+    "User = \"\" #@param {type:\"string\"}\n",
+    "Password= \"\" #@param {type:\"string\"}\n",
+    "#@markdown - Add credentials to your Gradio interface (optional)\n",
+    "\n",
+    "auth=f\"--gradio-auth {User}:{Password}\"\n",
+    "if User ==\"\" or Password==\"\":\n",
+    "  auth=\"\"\n",
+    "\n",
+    "\n",
+    "with capture.capture_output() as cap:\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/\n",
+    "  !wget -q -O extras.py https://raw.githubusercontent.com/Panchovix/stable-diffusion-w$blsaphemy/master/modules/extras.py\n",
+    "  !wget -q -O sd_models.py https://raw.githubusercontent.com/Panchovix/stable-diffusion-w$blsaphemy/master/modules/sd_models.py\n",
+    "  !wget -q -O /usr/local/lib/python3.10/dist-packages/gradio/blocks.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/blocks.py\n",
+    "  %cd /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/\n",
+    "  \n",
+    "  !sed -i 's@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title@shared.opts.data\\[\"sd_model_checkpoint\"] = checkpoint_info.title;model.half()@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/sd_models.py\n",
+    "  #!sed -i 's@ui.create_ui().*@ui.create_ui();shared.demo.queue(concurrency_count=999999,status_update_rate=0.1)@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py\n",
+    "  !sed -i \"s@map_location='cpu'@map_location='cuda'@\" /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/extras.py\n",
+    "\n",
+    "  !sed -i 's@possible_sd_paths =.*@possible_sd_paths = [\\\"/content/gdrive/{mainpth}/sd/stablediffusion\\\"]@' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+    "  !sed -i 's@\\.\\.\\/@src/@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+    "  !sed -i 's@src/generative-models@generative-models@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/paths.py\n",
+    "\n",
+    "  !sed -i 's@print(\\\"No module.*@@' /content/gdrive/$mainpth/sd/stablediffusion/ldm/modules/diffusionmodules/model.py\n",
+    "  !sed -i 's@\\[\"sd_model_checkpoint\"\\]@\\[\"sd_model_checkpoint\", \"sd_vae\", \"CLIP_stop_at_last_layers\", \"inpainting_mask_weight\", \"initial_noise_multiplier\"\\]@g' /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/modules/shared.py\n",
+    "\n",
+    "share=''\n",
+    "if Ngrok_token!=\"\":\n",
+    "  ngrok.kill()\n",
+    "  srv=ngrok.connect(7860, pyngrok_config=conf.PyngrokConfig(auth_token=Ngrok_token) , bind_tls=True).public_url\n",
+    "\n",
+    "  for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
+    "    if line.strip().startswith('self.server_name ='):\n",
+    "        line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
+    "    if line.strip().startswith('self.protocol = \"https\"'):\n",
+    "        line = '            self.protocol = \"https\"\\n'\n",
+    "    if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
+    "        line = ''\n",
+    "    if line.strip().startswith('else \"http\"'):\n",
+    "        line = ''\n",
+    "    sys.stdout.write(line)\n",
+    "\n",
+    "elif Use_Cloudflare_Tunnel:\n",
+    "  with capture.capture_output() as cap:\n",
+    "    !pkill cloudflared\n",
+    "    time.sleep(4)\n",
+    "    !nohup cloudflared tunnel --url http://localhost:7860 > /content/srv.txt 2>&1 &\n",
+    "    time.sleep(4)\n",
+    "    with open('/content/srv.txt', \"r\") as file: text = file.read()\n",
+    "    srv= re.findall(r\"https?://(?:\\S+?\\.)?trycloudflare\\.com\\S*\", text)[0]\n",
+    "\n",
+    "    for line in fileinput.input('/usr/local/lib/python3.10/dist-packages/gradio/blocks.py', inplace=True):\n",
+    "      if line.strip().startswith('self.server_name ='):\n",
+    "          line = f'            self.server_name = \"{srv[8:]}\"\\n'\n",
+    "      if line.strip().startswith('self.protocol = \"https\"'):\n",
+    "          line = '            self.protocol = \"https\"\\n'\n",
+    "      if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
+    "          line = ''\n",
+    "      if line.strip().startswith('else \"http\"'):\n",
+    "          line = ''\n",
+    "      sys.stdout.write(line)\n",
+    "\n",
+    "    !rm /content/srv.txt\n",
+    "\n",
+    "else:\n",
+    "  share='--share'\n",
+    "\n",
+    "ckptdir=''\n",
+    "if os.path.exists('/content/temp_models'):\n",
+    "  ckptdir='--ckpt-dir /content/temp_models'\n",
+    "\n",
+    "try:\n",
+    "  model\n",
+    "  if os.path.isfile(model):\n",
+    "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir\n",
+    "  else:\n",
+    "    !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae  --ckpt-dir \"$model\" --xformers $auth --disable-console-progressbars --skip-version-check\n",
+    "except:\n",
+    "   !python /content/gdrive/$mainpth/sd/stable-diffusion-w$blsaphemy/webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae --xformers $auth --disable-console-progressbars --skip-version-check $ckptdir"
+   ]
+  }
+ ],
+ "metadata": {
+  "accelerator": "GPU",
+  "colab": {
+   "provenance": []
+  },
+  "gpuClass": "standard",
+  "kernelspec": {
+   "display_name": "Python 3",
+   "name": "python3"
+  },
+  "language_info": {
+   "name": "python"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 0
 }

From b11f8ecf459c7814d56c0e6ee58ad01eef2d9779 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Mon, 25 Nov 2024 18:48:40 +0800
Subject: [PATCH 23/34] Update fast_stable_diffusion_AUTOMATIC1111.ipynb

---
 fast_stable_diffusion_AUTOMATIC1111.ipynb | 1 +
 1 file changed, 1 insertion(+)

diff --git a/fast_stable_diffusion_AUTOMATIC1111.ipynb b/fast_stable_diffusion_AUTOMATIC1111.ipynb
index 08394dd5..216ab15c 100644
--- a/fast_stable_diffusion_AUTOMATIC1111.ipynb
+++ b/fast_stable_diffusion_AUTOMATIC1111.ipynb
@@ -148,6 +148,7 @@
     "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
     "  !pip install Pillow==9.5.0\n",
     "  !pip install protobuf==3.20.3\n",
+    "  !pip install --upgrade torch tensorboard\n",
     "\n",
     "clear_output()\n",
     "inf('\\u2714 Done','success', '50px')\n",

From b5821b135747014ca86984a75d4c6153e7098b34 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Mon, 25 Nov 2024 18:48:58 +0800
Subject: [PATCH 24/34] Update fast_stable_diffusion_Forge.ipynb

---
 fast_stable_diffusion_Forge.ipynb | 1 +
 1 file changed, 1 insertion(+)

diff --git a/fast_stable_diffusion_Forge.ipynb b/fast_stable_diffusion_Forge.ipynb
index 355747cb..56593a91 100644
--- a/fast_stable_diffusion_Forge.ipynb
+++ b/fast_stable_diffusion_Forge.ipynb
@@ -148,6 +148,7 @@
     "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
     "  !pip install Pillow==9.5.0\n",
     "  !pip install protobuf==3.20.3\n",
+    "  !pip install --upgrade torch tensorboard\n",
     "\n",
     "clear_output()\n",
     "inf('\\u2714 Done','success', '50px')\n",

From 5b8cdb8276512699271c13d540123dbeb9c1c870 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Mon, 25 Nov 2024 18:49:15 +0800
Subject: [PATCH 25/34] Update fast_stable_diffusion_ReForge.ipynb

---
 fast_stable_diffusion_ReForge.ipynb | 1 +
 1 file changed, 1 insertion(+)

diff --git a/fast_stable_diffusion_ReForge.ipynb b/fast_stable_diffusion_ReForge.ipynb
index f3049e5d..55913b12 100644
--- a/fast_stable_diffusion_ReForge.ipynb
+++ b/fast_stable_diffusion_ReForge.ipynb
@@ -148,6 +148,7 @@
     "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
     "  !pip install Pillow==9.5.0\n",
     "  !pip install protobuf==3.20.3\n",
+    "  !pip install --upgrade torch tensorboard\n",
     "\n",
     "clear_output()\n",
     "inf('\\u2714 Done','success', '50px')\n",

From 8ac5c1e5d2ed35c4443a5163c16ffd0b10cab030 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Sun, 22 Dec 2024 19:25:25 +0800
Subject: [PATCH 26/34] Update fast_stable_diffusion_AUTOMATIC1111.ipynb

---
 fast_stable_diffusion_AUTOMATIC1111.ipynb | 1 +
 1 file changed, 1 insertion(+)

diff --git a/fast_stable_diffusion_AUTOMATIC1111.ipynb b/fast_stable_diffusion_AUTOMATIC1111.ipynb
index 216ab15c..17327e87 100644
--- a/fast_stable_diffusion_AUTOMATIC1111.ipynb
+++ b/fast_stable_diffusion_AUTOMATIC1111.ipynb
@@ -148,6 +148,7 @@
     "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
     "  !pip install Pillow==9.5.0\n",
     "  !pip install protobuf==3.20.3\n",
+    "  !pip install wandb==0.15.12\n",
     "  !pip install --upgrade torch tensorboard\n",
     "\n",
     "clear_output()\n",

From 9f31d3501b65b8e0a03dbc848bf5da023445c0fb Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Sun, 22 Dec 2024 19:25:48 +0800
Subject: [PATCH 27/34] Update fast_stable_diffusion_Forge.ipynb

---
 fast_stable_diffusion_Forge.ipynb | 1 +
 1 file changed, 1 insertion(+)

diff --git a/fast_stable_diffusion_Forge.ipynb b/fast_stable_diffusion_Forge.ipynb
index 56593a91..ef4f80b7 100644
--- a/fast_stable_diffusion_Forge.ipynb
+++ b/fast_stable_diffusion_Forge.ipynb
@@ -148,6 +148,7 @@
     "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
     "  !pip install Pillow==9.5.0\n",
     "  !pip install protobuf==3.20.3\n",
+    "  !pip install wandb==0.15.12\n",
     "  !pip install --upgrade torch tensorboard\n",
     "\n",
     "clear_output()\n",

From 6a0aa461f859feb4eaf8db93b4374c80482b83f1 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Sun, 22 Dec 2024 19:26:03 +0800
Subject: [PATCH 28/34] Update fast_stable_diffusion_ReForge.ipynb

---
 fast_stable_diffusion_ReForge.ipynb | 1 +
 1 file changed, 1 insertion(+)

diff --git a/fast_stable_diffusion_ReForge.ipynb b/fast_stable_diffusion_ReForge.ipynb
index 55913b12..f61209ce 100644
--- a/fast_stable_diffusion_ReForge.ipynb
+++ b/fast_stable_diffusion_ReForge.ipynb
@@ -148,6 +148,7 @@
     "  !sed -i 's@text = _formatwarnmsg(msg)@text =\\\"\\\"@g' /usr/lib/python3.10/warnings.py\n",
     "  !pip install Pillow==9.5.0\n",
     "  !pip install protobuf==3.20.3\n",
+    "  !pip install wandb==0.15.12\n",
     "  !pip install --upgrade torch tensorboard\n",
     "\n",
     "clear_output()\n",

From 1049a27ccf662b0bde56d6e724b974adc90f116c Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Mon, 30 Dec 2024 18:02:13 +0800
Subject: [PATCH 29/34] Update fast-DreamBooth.ipynb

---
 fast-DreamBooth.ipynb | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/fast-DreamBooth.ipynb b/fast-DreamBooth.ipynb
index 9c80180a..4e6062be 100644
--- a/fast-DreamBooth.ipynb
+++ b/fast-DreamBooth.ipynb
@@ -49,6 +49,11 @@
     "    !git clone -q --depth 1 --branch main https://github.com/TheLastBen/diffusers\n",
     "    !pip install gradio==3.16.2 --no-deps -qq\n",
     "    !rm -r /usr/local/lib/python3.10/dist-packages/google/_upb\n",
+    "    !pip install --upgrade torch tensorboard\n",
+    "    !pip uninstall protobuf -y\n",
+    "    !pip install protobuf==3.20.3\n",
+    "    !pip uninstall wandb -y\n",
+    "    !pip install wandb==0.15.12\n",
     "\n",
     "    if not os.path.exists('gdrive/MyDrive/sd/libtcmalloc/libtcmalloc_minimal.so.4'):\n",
     "        %env CXXFLAGS=-std=c++14\n",

From b7913263bc23b961f286f98bd797ed0a3770ea02 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Mon, 30 Dec 2024 20:55:40 +0800
Subject: [PATCH 30/34] Update README.md

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index bd07df31..fd5080eb 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 # Shoutout to <a href="https://www.paperspace.com" target="_blank"><img src='https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/.github/Paperspace.png' width="170" height="40" style="vertical-align: middle; margin-bottom: 8px; background-color: black"></a> for sponsoring the project
  
-# fast-stable-diffusion Notebooks, A1111 + ComfyUI + DreamBooth
-Paperspace adaptations AUTOMATIC1111 Webui, ComfyUI and Dreambooth.
+# fast-stable-diffusion Notebooks, A1111 + Forge + ReForge + ComfyUI + DreamBooth
+Paperspace adaptations AUTOMATIC1111 Webui(Original A111, Forge and ReForge), ComfyUI and Dreambooth.
  
 <center><b>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Paperspace
 

From 869bc4744eb5875d920e16e63862b913d2fead81 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Mon, 30 Dec 2024 20:56:20 +0800
Subject: [PATCH 31/34] Update README.md

---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index fd5080eb..f8ba6bd6 100644
--- a/README.md
+++ b/README.md
@@ -1,7 +1,7 @@
 # Shoutout to <a href="https://www.paperspace.com" target="_blank"><img src='https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/.github/Paperspace.png' width="170" height="40" style="vertical-align: middle; margin-bottom: 8px; background-color: black"></a> for sponsoring the project
  
 # fast-stable-diffusion Notebooks, A1111 + Forge + ReForge + ComfyUI + DreamBooth
-Paperspace adaptations AUTOMATIC1111 Webui(Original A111, Forge and ReForge), ComfyUI and Dreambooth.
+Paperspace adaptations AUTOMATIC1111 Webui(Original A1111, Forge and ReForge), ComfyUI and Dreambooth.
  
 <center><b>&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;&nbsp;Paperspace
 

From d77d6a4682675964be33ed21cb4d1b03f30ad7f8 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Sat, 4 Jan 2025 23:08:10 +0800
Subject: [PATCH 32/34] Update fast_stable_diffusion_ReForge.ipynb

---
 fast_stable_diffusion_ReForge.ipynb | 1 +
 1 file changed, 1 insertion(+)

diff --git a/fast_stable_diffusion_ReForge.ipynb b/fast_stable_diffusion_ReForge.ipynb
index f61209ce..3a6ccce4 100644
--- a/fast_stable_diffusion_ReForge.ipynb
+++ b/fast_stable_diffusion_ReForge.ipynb
@@ -123,6 +123,7 @@
     "  %cd /content/\n",
     "  !wget -q -i https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dependencies/A1111.txt\n",
     "  !dpkg -i *.deb\n",
+    "  !rm -r /usr/local/lib/python3.10/dist-packages/wandb*\n",
     "  if not os.path.exists('/content/gdrive/'+mainpth+'/sd/stablediffusion'):\n",
     "    !tar -C /content/gdrive/$mainpth --zstd -xf sd_mrep.tar.zst\n",
     "  !tar -C / --zstd -xf gcolabdeps.tar.zst\n",

From f4e77cad0dec3757aab516b12f487447647c287b Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Sat, 4 Jan 2025 23:08:52 +0800
Subject: [PATCH 33/34] Update fast_stable_diffusion_Forge.ipynb

---
 fast_stable_diffusion_Forge.ipynb | 1 +
 1 file changed, 1 insertion(+)

diff --git a/fast_stable_diffusion_Forge.ipynb b/fast_stable_diffusion_Forge.ipynb
index ef4f80b7..15019413 100644
--- a/fast_stable_diffusion_Forge.ipynb
+++ b/fast_stable_diffusion_Forge.ipynb
@@ -123,6 +123,7 @@
     "  %cd /content/\n",
     "  !wget -q -i https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dependencies/A1111.txt\n",
     "  !dpkg -i *.deb\n",
+    "    !rm -r /usr/local/lib/python3.10/dist-packages/wandb*\n",
     "  if not os.path.exists('/content/gdrive/'+mainpth+'/sd/stablediffusion'):\n",
     "    !tar -C /content/gdrive/$mainpth --zstd -xf sd_mrep.tar.zst\n",
     "  !tar -C / --zstd -xf gcolabdeps.tar.zst\n",

From 856521d9a8044ec69d1020d02db2638971ae3a51 Mon Sep 17 00:00:00 2001
From: LOLSALT <174792819+LOLSALT@users.noreply.github.com>
Date: Sat, 4 Jan 2025 23:10:16 +0800
Subject: [PATCH 34/34] Update fast_stable_diffusion_Forge.ipynb

---
 fast_stable_diffusion_Forge.ipynb | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/fast_stable_diffusion_Forge.ipynb b/fast_stable_diffusion_Forge.ipynb
index 15019413..57a2c604 100644
--- a/fast_stable_diffusion_Forge.ipynb
+++ b/fast_stable_diffusion_Forge.ipynb
@@ -123,7 +123,7 @@
     "  %cd /content/\n",
     "  !wget -q -i https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dependencies/A1111.txt\n",
     "  !dpkg -i *.deb\n",
-    "    !rm -r /usr/local/lib/python3.10/dist-packages/wandb*\n",
+    "  !rm -r /usr/local/lib/python3.10/dist-packages/wandb*\n",
     "  if not os.path.exists('/content/gdrive/'+mainpth+'/sd/stablediffusion'):\n",
     "    !tar -C /content/gdrive/$mainpth --zstd -xf sd_mrep.tar.zst\n",
     "  !tar -C / --zstd -xf gcolabdeps.tar.zst\n",