sdxl_v1.0_controlnet_comfyui_colab.ipynb

{
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      "cell_type": "markdown",
      "metadata": {
        "id": "view-in-github"
      },
      "source": [
        "[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/camenduru/sdxl-colab/blob/main/sdxl_v1.0_controlnet_comfyui_colab.ipynb)"
      ]
    },
    {
      "cell_type": "code",
      "execution_count": null,
      "metadata": {
        "id": "SaAJk33ppFw1"
      },
      "outputs": [],
      "source": [
        "import os\n",
        "\n",
        "!apt -y update -qq\n",
        "!wget https://github.com/camenduru/gperftools/releases/download/v1.0/libtcmalloc_minimal.so.4 -O /content/libtcmalloc_minimal.so.4\n",
        "%env LD_PRELOAD=/content/libtcmalloc_minimal.so.4\n",
        "\n",
        "!apt -y install -qq aria2\n",
        "!pip install -q torch==2.0.1+cu118 torchvision==0.15.2+cu118 torchaudio==2.0.2+cu118 torchtext==0.15.2 torchdata==0.6.1 --extra-index-url https://download.pytorch.org/whl/cu118 -U\n",
        "!pip install -q xformers==0.0.20 triton==2.0.0 -U\n",
        "!pip install -q mediapipe==0.9.1.0 addict yapf fvcore omegaconf\n",
        "\n",
        "!git clone -b v1.5 https://github.com/camenduru/ComfyUI\n",
        "%cd /content/ComfyUI\n",
        "!pip install -q -r requirements.txt\n",
        "# !git reset --hard\n",
        "!git clone -b v1.5 https://github.com/camenduru/comfy_controlnet_preprocessors /content/ComfyUI/custom_nodes/comfy_controlnet_preprocessors\n",
        "%cd /content/ComfyUI/custom_nodes/comfy_controlnet_preprocessors\n",
        "!python install.py --no_download_ckpts\n",
        "%cd /content/ComfyUI\n",
        "\n",
        "!wget https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64 -O /content/cloudflared-linux-amd64 && chmod 777 /content/cloudflared-linux-amd64\n",
        "import atexit, requests, subprocess, time, re, os\n",
        "from random import randint\n",
        "from threading import Timer\n",
        "from queue import Queue\n",
        "def cloudflared(port, metrics_port, output_queue):\n",
        "    atexit.register(lambda p: p.terminate(), subprocess.Popen(['/content/cloudflared-linux-amd64', 'tunnel', '--url', f'http://127.0.0.1:{port}', '--metrics', f'127.0.0.1:{metrics_port}'], stdout=subprocess.DEVNULL, stderr=subprocess.STDOUT))\n",
        "    attempts, tunnel_url = 0, None\n",
        "    while attempts < 10 and not tunnel_url:\n",
        "        attempts += 1\n",
        "        time.sleep(3)\n",
        "        try:\n",
        "            tunnel_url = re.search(\"(?P<url>https?:\\/\\/[^\\s]+.trycloudflare.com)\", requests.get(f'http://127.0.0.1:{metrics_port}/metrics').text).group(\"url\")\n",
        "        except:\n",
        "            pass\n",
        "    if not tunnel_url:\n",
        "        raise Exception(\"Can't connect to Cloudflare Edge\")\n",
        "    output_queue.put(tunnel_url)\n",
        "output_queue, metrics_port = Queue(), randint(8100, 9000)\n",
        "thread = Timer(2, cloudflared, args=(8188, metrics_port, output_queue))\n",
        "thread.start()\n",
        "thread.join()\n",
        "tunnel_url = output_queue.get()\n",
        "os.environ['webui_url'] = tunnel_url\n",
        "print(tunnel_url)\n",
        "\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/controlnet-sdxl-1.0/resolve/main/OpenPoseXL2.safetensors -d /content/ComfyUI/models/controlnet -o OpenPoseXL2.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/controlnet-sdxl-1.0/resolve/main/control-lora-canny-rank128.safetensors -d /content/ComfyUI/models/controlnet -o control-lora-canny-rank128.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/controlnet-sdxl-1.0/resolve/main/control-lora-canny-rank256.safetensors -d /content/ComfyUI/models/controlnet -o control-lora-canny-rank256.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/controlnet-sdxl-1.0/resolve/main/control-lora-depth-rank128.safetensors -d /content/ComfyUI/models/controlnet -o control-lora-depth-rank128.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/controlnet-sdxl-1.0/resolve/main/control-lora-depth-rank256.safetensors -d /content/ComfyUI/models/controlnet -o control-lora-depth-rank256.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/controlnet-sdxl-1.0/resolve/main/control-lora-recolor-rank128.safetensors -d /content/ComfyUI/models/controlnet -o control-lora-recolor-rank128.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/controlnet-sdxl-1.0/resolve/main/control-lora-recolor-rank256.safetensors -d /content/ComfyUI/models/controlnet -o control-lora-recolor-rank256.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/controlnet-sdxl-1.0/resolve/main/control-lora-sketch-rank128-metadata.safetensors -d /content/ComfyUI/models/controlnet -o control-lora-sketch-rank128-metadata.safetensors\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/controlnet-sdxl-1.0/resolve/main/control-lora-sketch-rank256.safetensors -d /content/ComfyUI/models/controlnet -o control-lora-sketch-rank256.safetensors\n",
        "\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://github.com/xinntao/Real-ESRGAN/releases/download/v0.2.1/RealESRGAN_x2plus.pth -d /content/ComfyUI/models/upscale_models -o RealESRGAN_x2plus.pth\n",
        "base = \"https://huggingface.co/ckpt/sd_xl_base_1.0/resolve/main/sd_xl_base_1.0_0.9vae.safetensors\"\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {base} -d /content/ComfyUI/models/checkpoints -o sd_xl_base_1.0.safetensors\n",
        "refiner = \"https://huggingface.co/ckpt/sd_xl_refiner_1.0/resolve/main/sd_xl_refiner_1.0_0.9vae.safetensors\"\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {refiner} -d /content/ComfyUI/models/checkpoints -o sd_xl_refiner_1.0.safetensors\n",
        "\n",
        "!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co/ckpt/sdxl_vae/resolve/main/sdxl_vae.safetensors -d /content/ComfyUI/models/vae -o sdxl_vae.vae.safetensors\n",
        "\n",
        "!python main.py --dont-print-server"
      ]
    }
  ],
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