{"cells":[{"cell_type":"markdown","metadata":{"id":"aaaaaaaaaa"},"source":["Git clone the repo and install the requirements. (ignore the pip errors about protobuf)"]},{"cell_type":"code","execution_count":2,"metadata":{"id":"bbbbbbbbbb","colab":{"base_uri":"https://localhost:8080/"},"executionInfo":{"status":"ok","timestamp":1690259638939,"user_tz":-540,"elapsed":59173,"user":{"displayName":"data lt","userId":"16913855263668638065"}},"outputId":"5852aab3-c390-47c7-ba10-46ca842d2a34"},"outputs":[{"output_type":"stream","name":"stdout","text":["Mounting Google Drive...\n","/\n","Mounted at /content/drive\n","/content/drive/MyDrive\n","/content/drive/MyDrive/ComfyUI\n","-= Updating ComfyUI =-\n","Already up to date.\n","-= Install dependencies =-\n","Looking in indexes: https://pypi.org/simple, https://download.pytorch.org/whl/cu118, https://download.pytorch.org/whl/cu117\n","Collecting xformers!=0.0.18\n","  Downloading xformers-0.0.20-cp310-cp310-manylinux2014_x86_64.whl (109.1 MB)\n","\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m109.1/109.1 MB\u001b[0m \u001b[31m2.5 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requirements.txt (line 1)) (1.3.0)\n","Collecting mypy-extensions>=0.3.0 (from typing-inspect->pyre-extensions==0.0.29->xformers!=0.0.18)\n","  Downloading mypy_extensions-1.0.0-py3-none-any.whl (4.7 kB)\n","Installing collected packages: trampoline, tokenizers, safetensors, boltons, mypy-extensions, einops, typing-inspect, huggingface-hub, transformers, pyre-extensions, xformers, torchsde, torchdiffeq, accelerate\n","Successfully installed accelerate-0.21.0 boltons-23.0.0 einops-0.6.1 huggingface-hub-0.16.4 mypy-extensions-1.0.0 pyre-extensions-0.0.29 safetensors-0.3.1 tokenizers-0.13.3 torchdiffeq-0.2.3 torchsde-0.2.5 trampoline-0.1.2 transformers-4.31.0 typing-inspect-0.9.0 xformers-0.0.20\n","/content/drive/MyDrive/ComfyUI/custom_nodes\n","-= Initial setup ComfyUI-Manager =-\n","Cloning into 'ComfyUI-Manager'...\n","remote: Enumerating objects: 549, done.\u001b[K\n","remote: Counting objects: 100% (114/114), done.\u001b[K\n","remote: Compressing objects: 100% (81/81), done.\u001b[K\n","remote: Total 549 (delta 66), reused 68 (delta 32), pack-reused 435\u001b[K\n","Receiving objects: 100% (549/549), 1.98 MiB | 13.68 MiB/s, done.\n","Resolving deltas: 100% (334/334), done.\n","/content/drive/MyDrive/ComfyUI/custom_nodes/ComfyUI-Manager\n","Already up to date.\n","/content/drive/MyDrive/ComfyUI\n"]}],"source":["#@title Environment Setup\n","\n","from pathlib import Path\n","\n","OPTIONS = {}\n","\n","USE_GOOGLE_DRIVE = True  #@param {type:\"boolean\"}\n","UPDATE_COMFY_UI = True  #@param {type:\"boolean\"}\n","USE_COMFYUI_MANAGER = True  #@param {type:\"boolean\"}\n","WORKSPACE = 'ComfyUI'\n","OPTIONS['USE_GOOGLE_DRIVE'] = USE_GOOGLE_DRIVE\n","OPTIONS['UPDATE_COMFY_UI'] = UPDATE_COMFY_UI\n","OPTIONS['USE_COMFYUI_MANAGER'] = USE_COMFYUI_MANAGER\n","\n","if OPTIONS['USE_GOOGLE_DRIVE']:\n","    !echo \"Mounting Google Drive...\"\n","    %cd /\n","\n","    from google.colab import drive\n","    drive.mount('/content/drive')\n","\n","    WORKSPACE = \"/content/drive/MyDrive/ComfyUI\"\n","    %cd /content/drive/MyDrive\n","\n","![ ! -d $WORKSPACE ] && echo -= Initial setup ComfyUI =- && git clone https://github.com/comfyanonymous/ComfyUI\n","%cd $WORKSPACE\n","\n","if OPTIONS['UPDATE_COMFY_UI']:\n","  !echo -= Updating ComfyUI =-\n","  !git pull\n","\n","!echo -= Install dependencies =-\n","!pip install xformers!=0.0.18 -r requirements.txt --extra-index-url https://download.pytorch.org/whl/cu118 --extra-index-url https://download.pytorch.org/whl/cu117\n","\n","if OPTIONS['USE_COMFYUI_MANAGER']:\n","  %cd custom_nodes\n","  ![ ! -d ComfyUI-Manager ] && echo -= Initial setup ComfyUI-Manager =- && git clone https://github.com/ltdrdata/ComfyUI-Manager\n","  %cd ComfyUI-Manager\n","  !git pull\n","\n","%cd $WORKSPACE"]},{"cell_type":"markdown","metadata":{"id":"cccccccccc"},"source":["Download some models/checkpoints/vae or custom comfyui nodes (uncomment the commands for the ones you want)"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"dddddddddd"},"outputs":[],"source":["# Checkpoints\n","\n","# SD1.5\n","!wget -c https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt -P ./models/checkpoints/\n","\n","# SD2\n","#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1-base/resolve/main/v2-1_512-ema-pruned.safetensors -P ./models/checkpoints/\n","#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors -P ./models/checkpoints/\n","\n","# Some SD1.5 anime style\n","#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_hard.safetensors -P ./models/checkpoints/\n","#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A1_orangemixs.safetensors -P ./models/checkpoints/\n","#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A3_orangemixs.safetensors -P ./models/checkpoints/\n","#!wget -c https://huggingface.co/Linaqruf/anything-v3.0/resolve/main/anything-v3-fp16-pruned.safetensors -P ./models/checkpoints/\n","\n","# Waifu Diffusion 1.5 (anime style SD2.x 768-v)\n","#!wget -c https://huggingface.co/waifu-diffusion/wd-1-5-beta2/resolve/main/checkpoints/wd-1-5-beta2-fp16.safetensors -P ./models/checkpoints/\n","\n","\n","# unCLIP models\n","#!wget -c https://huggingface.co/comfyanonymous/illuminatiDiffusionV1_v11_unCLIP/resolve/main/illuminatiDiffusionV1_v11-unclip-h-fp16.safetensors -P ./models/checkpoints/\n","#!wget -c https://huggingface.co/comfyanonymous/wd-1.5-beta2_unCLIP/resolve/main/wd-1-5-beta2-aesthetic-unclip-h-fp16.safetensors -P ./models/checkpoints/\n","\n","\n","# VAE\n","!wget -c https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -P ./models/vae/\n","#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/VAEs/orangemix.vae.pt -P ./models/vae/\n","#!wget -c https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/vae/kl-f8-anime2.ckpt -P ./models/vae/\n","\n","\n","# Loras\n","#!wget -c https://civitai.com/api/download/models/10350 -O ./models/loras/theovercomer8sContrastFix_sd21768.safetensors #theovercomer8sContrastFix SD2.x 768-v\n","#!wget -c https://civitai.com/api/download/models/10638 -O ./models/loras/theovercomer8sContrastFix_sd15.safetensors #theovercomer8sContrastFix SD1.x\n","\n","\n","# T2I-Adapter\n","#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_depth_sd14v1.pth -P ./models/controlnet/\n","#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_seg_sd14v1.pth -P ./models/controlnet/\n","#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_sketch_sd14v1.pth -P ./models/controlnet/\n","#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_keypose_sd14v1.pth -P ./models/controlnet/\n","#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_openpose_sd14v1.pth -P ./models/controlnet/\n","#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_color_sd14v1.pth -P ./models/controlnet/\n","#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_canny_sd14v1.pth -P ./models/controlnet/\n","\n","# T2I Styles Model\n","#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_style_sd14v1.pth -P ./models/style_models/\n","\n","# CLIPVision model (needed for styles model)\n","#!wget -c https://huggingface.co/openai/clip-vit-large-patch14/resolve/main/pytorch_model.bin -O ./models/clip_vision/clip_vit14.bin\n","\n","\n","# ControlNet\n","#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors -P ./models/controlnet/\n","#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors -P ./models/controlnet/\n","#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_canny_fp16.safetensors -P ./models/controlnet/\n","#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors -P ./models/controlnet/\n","#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors -P ./models/controlnet/\n","#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_lineart_fp16.safetensors -P ./models/controlnet/\n","#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors -P ./models/controlnet/\n","#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors -P ./models/controlnet/\n","#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_openpose_fp16.safetensors -P ./models/controlnet/\n","#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_scribble_fp16.safetensors -P ./models/controlnet/\n","#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_seg_fp16.safetensors -P ./models/controlnet/\n","#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_softedge_fp16.safetensors -P ./models/controlnet/\n","#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors -P ./models/controlnet/\n","#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11u_sd15_tile_fp16.safetensors -P ./models/controlnet/\n","\n","\n","# Controlnet Preprocessor nodes by Fannovel16\n","#!cd custom_nodes && git clone https://github.com/Fannovel16/comfy_controlnet_preprocessors; cd comfy_controlnet_preprocessors && python install.py\n","\n","\n","# GLIGEN\n","#!wget -c https://huggingface.co/comfyanonymous/GLIGEN_pruned_safetensors/resolve/main/gligen_sd14_textbox_pruned_fp16.safetensors -P ./models/gligen/\n","\n","\n","# ESRGAN upscale model\n","#!wget -c https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth -P ./models/upscale_models/\n","#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x2.pth -P ./models/upscale_models/\n","#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x4.pth -P ./models/upscale_models/\n","\n","\n"]},{"cell_type":"markdown","metadata":{"id":"kkkkkkkkkkkkkk"},"source":["### Run ComfyUI with localtunnel (Recommended Way)\n","\n","\n"]},{"cell_type":"code","execution_count":null,"metadata":{"id":"jjjjjjjjjjjjj","colab":{"base_uri":"https://localhost:8080/"},"outputId":"a5c04c26-6a8e-4c59-9f11-33a1e061cb5c"},"outputs":[{"output_type":"stream","name":"stdout","text":["\u001b[K\u001b[?25h/tools/node/bin/lt -> /tools/node/lib/node_modules/localtunnel/bin/lt.js\n","+ localtunnel@2.0.2\n","added 22 packages from 22 contributors in 1.934s\n","\n","Prestartup times for custom nodes:\n","   0.0 seconds: /content/drive/MyDrive/ComfyUI/custom_nodes/ComfyUI-Manager\n","\n","Total VRAM 15102 MB, total RAM 12983 MB\n","Enabling highvram mode because your GPU has more vram than your computer has ram. If you don't want this use: --normalvram\n","xformers version: 0.0.20\n","2023-07-25 04:34:28.826351: W tensorflow/compiler/tf2tensorrt/utils/py_utils.cc:38] TF-TRT Warning: Could not find TensorRT\n","Set vram state to: HIGH_VRAM\n","Device: cuda:0 Tesla T4 : cudaMallocAsync\n","Using xformers cross attention\n","## ComfyUI-Manager: installing dependencies\n","Collecting GitPython (from -r /content/drive/MyDrive/ComfyUI/custom_nodes/ComfyUI-Manager/requirements.txt (line 1))\n","  Downloading GitPython-3.1.32-py3-none-any.whl (188 kB)\n","\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m188.5/188.5 kB\u001b[0m \u001b[31m3.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25hCollecting gitdb<5,>=4.0.1 (from GitPython->-r /content/drive/MyDrive/ComfyUI/custom_nodes/ComfyUI-Manager/requirements.txt (line 1))\n","  Downloading gitdb-4.0.10-py3-none-any.whl (62 kB)\n","\u001b[2K     \u001b[90m━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\u001b[0m \u001b[32m62.7/62.7 kB\u001b[0m \u001b[31m8.5 MB/s\u001b[0m eta \u001b[36m0:00:00\u001b[0m\n","\u001b[?25hCollecting smmap<6,>=3.0.1 (from gitdb<5,>=4.0.1->GitPython->-r /content/drive/MyDrive/ComfyUI/custom_nodes/ComfyUI-Manager/requirements.txt (line 1))\n","  Downloading smmap-5.0.0-py3-none-any.whl (24 kB)\n","Installing collected packages: smmap, gitdb, GitPython\n","Successfully installed GitPython-3.1.32 gitdb-4.0.10 smmap-5.0.0\n","## ComfyUI-Manager: installing dependencies done.\n","### Loading: ComfyUI-Manager (V0.15)\n","### ComfyUI Revision: 1205 [7c0a5a3e]\n","\n","Import times for custom nodes:\n","   5.9 seconds: /content/drive/MyDrive/ComfyUI/custom_nodes/ComfyUI-Manager\n","\n","\n","ComfyUI finished loading, trying to launch localtunnel (if it gets stuck here localtunnel is having issues)\n","\n","The password/enpoint ip for localtunnel is: 35.204.19.98\n","your url is: https://deep-boats-dream.loca.lt\n"]}],"source":["!npm install -g localtunnel\n","\n","import subprocess\n","import threading\n","import time\n","import socket\n","import urllib.request\n","\n","def iframe_thread(port):\n","  while True:\n","      time.sleep(0.5)\n","      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n","      result = sock.connect_ex(('127.0.0.1', port))\n","      if result == 0:\n","        break\n","      sock.close()\n","  print(\"\\nComfyUI finished loading, trying to launch localtunnel (if it gets stuck here localtunnel is having issues)\\n\")\n","\n","  print(\"The password/enpoint ip for localtunnel is:\", urllib.request.urlopen('https://ipv4.icanhazip.com').read().decode('utf8').strip(\"\\n\"))\n","  p = subprocess.Popen([\"lt\", \"--port\", \"{}\".format(port)], stdout=subprocess.PIPE)\n","  for line in p.stdout:\n","    print(line.decode(), end='')\n","\n","\n","threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n","\n","!python main.py --dont-print-server"]},{"cell_type":"markdown","metadata":{"id":"gggggggggg"},"source":["### Run ComfyUI with colab iframe (use only in case the previous way with localtunnel doesn't work)\n","\n","You should see the ui appear in an iframe. If you get a 403 error, it's your firefox settings or an extension that's messing things up.\n","\n","If you want to open it in another window use the link.\n","\n","Note that some UI features like live image previews won't work because the colab iframe blocks websockets."]},{"cell_type":"code","execution_count":null,"metadata":{"id":"hhhhhhhhhh"},"outputs":[],"source":["import threading\n","import time\n","import socket\n","def iframe_thread(port):\n","  while True:\n","      time.sleep(0.5)\n","      sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n","      result = sock.connect_ex(('127.0.0.1', port))\n","      if result == 0:\n","        break\n","      sock.close()\n","  from google.colab import output\n","  output.serve_kernel_port_as_iframe(port, height=1024)\n","  print(\"to open it in a window you can open this link here:\")\n","  output.serve_kernel_port_as_window(port)\n","\n","threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n","\n","!python main.py --dont-print-server"]}],"metadata":{"accelerator":"GPU","colab":{"provenance":[]},"gpuClass":"standard","kernelspec":{"display_name":"Python 3","name":"python3"},"language_info":{"name":"python"}},"nbformat":4,"nbformat_minor":0}