{ "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": 1, "metadata": { "id": "bbbbbbbbbb", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "780bb97a-8ed2-4b52-b8e6-8ccd4b1e3c75" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "-= Initial setup ComfyUI =-\n", "Cloning into 'ComfyUI'...\n", "remote: Enumerating objects: 18468, done.\u001b[K\n", "remote: Counting objects: 100% (200/200), done.\u001b[K\n", "remote: Compressing objects: 100% (132/132), done.\u001b[K\n", "remote: Total 18468 (delta 139), reused 68 (delta 68), pack-reused 18268 (from 4)\u001b[K\n", "Receiving objects: 100% (18468/18468), 67.73 MiB | 8.70 MiB/s, done.\n", "Resolving deltas: 100% (12371/12371), done.\n", "/content/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/cu121, https://download.pytorch.org/whl/cu118, https://download.pytorch.org/whl/cu117\n", "Collecting xformers!=0.0.18\n", " Downloading https://download.pytorch.org/whl/cu118/xformers-0.0.29.post3-cp311-cp311-manylinux_2_28_x86_64.whl.metadata (1.0 kB)\n", "Collecting comfyui-frontend-package==1.14.6 (from -r requirements.txt (line 1))\n", " Downloading comfyui_frontend_package-1.14.6-py3-none-any.whl.metadata (117 bytes)\n", "Requirement already satisfied: torch in /usr/local/lib/python3.11/dist-packages (from -r requirements.txt (line 2)) (2.6.0+cu124)\n", "Collecting torchsde (from -r requirements.txt (line 3))\n", " Downloading torchsde-0.2.6-py3-none-any.whl.metadata (5.3 kB)\n", "Requirement already satisfied: torchvision in /usr/local/lib/python3.11/dist-packages (from -r requirements.txt (line 4)) (0.21.0+cu124)\n", "Requirement already satisfied: torchaudio in /usr/local/lib/python3.11/dist-packages (from -r requirements.txt (line 5)) (2.6.0+cu124)\n", "Requirement already satisfied: numpy>=1.25.0 in 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nvidia-nvjitlink-cu12\n", " Found existing installation: nvidia-nvjitlink-cu12 12.5.82\n", " Uninstalling nvidia-nvjitlink-cu12-12.5.82:\n", " Successfully uninstalled nvidia-nvjitlink-cu12-12.5.82\n", " Attempting uninstall: nvidia-curand-cu12\n", " Found existing installation: nvidia-curand-cu12 10.3.6.82\n", " Uninstalling nvidia-curand-cu12-10.3.6.82:\n", " Successfully uninstalled nvidia-curand-cu12-10.3.6.82\n", " Attempting uninstall: nvidia-cufft-cu12\n", " Found existing installation: nvidia-cufft-cu12 11.2.3.61\n", " Uninstalling nvidia-cufft-cu12-11.2.3.61:\n", " Successfully uninstalled nvidia-cufft-cu12-11.2.3.61\n", " Attempting uninstall: nvidia-cuda-runtime-cu12\n", " Found existing installation: nvidia-cuda-runtime-cu12 12.5.82\n", " Uninstalling nvidia-cuda-runtime-cu12-12.5.82:\n", " Successfully uninstalled nvidia-cuda-runtime-cu12-12.5.82\n", " Attempting uninstall: nvidia-cuda-nvrtc-cu12\n", " Found existing installation: nvidia-cuda-nvrtc-cu12 12.5.82\n", " Uninstalling nvidia-cuda-nvrtc-cu12-12.5.82:\n", " Successfully uninstalled nvidia-cuda-nvrtc-cu12-12.5.82\n", " Attempting uninstall: nvidia-cuda-cupti-cu12\n", " Found existing installation: nvidia-cuda-cupti-cu12 12.5.82\n", " Uninstalling nvidia-cuda-cupti-cu12-12.5.82:\n", " Successfully uninstalled nvidia-cuda-cupti-cu12-12.5.82\n", " Attempting uninstall: nvidia-cublas-cu12\n", " Found existing installation: nvidia-cublas-cu12 12.5.3.2\n", " Uninstalling nvidia-cublas-cu12-12.5.3.2:\n", " Successfully uninstalled nvidia-cublas-cu12-12.5.3.2\n", " Attempting uninstall: nvidia-cusparse-cu12\n", " Found existing installation: nvidia-cusparse-cu12 12.5.1.3\n", " Uninstalling nvidia-cusparse-cu12-12.5.1.3:\n", " Successfully uninstalled nvidia-cusparse-cu12-12.5.1.3\n", " Attempting uninstall: nvidia-cudnn-cu12\n", " Found existing installation: nvidia-cudnn-cu12 9.3.0.75\n", " Uninstalling nvidia-cudnn-cu12-9.3.0.75:\n", " Successfully uninstalled nvidia-cudnn-cu12-9.3.0.75\n", " Attempting uninstall: nvidia-cusolver-cu12\n", " Found existing installation: nvidia-cusolver-cu12 11.6.3.83\n", " Uninstalling nvidia-cusolver-cu12-11.6.3.83:\n", " Successfully uninstalled nvidia-cusolver-cu12-11.6.3.83\n", "Successfully installed av-14.3.0 comfyui-frontend-package-1.14.6 kornia-0.8.0 kornia_rs-0.1.8 nvidia-cublas-cu12-12.4.5.8 nvidia-cuda-cupti-cu12-12.4.127 nvidia-cuda-nvrtc-cu12-12.4.127 nvidia-cuda-runtime-cu12-12.4.127 nvidia-cudnn-cu12-9.1.0.70 nvidia-cufft-cu12-11.2.1.3 nvidia-curand-cu12-10.3.5.147 nvidia-cusolver-cu12-11.6.1.9 nvidia-cusparse-cu12-12.3.1.170 nvidia-nvjitlink-cu12-12.4.127 spandrel-0.4.1 torchsde-0.2.6 trampoline-0.1.2 xformers-0.0.29.post3\n" ] } ], "source": [ "#@title Environment Setup\n", "\n", "\n", "OPTIONS = {}\n", "\n", "USE_GOOGLE_DRIVE = False #@param {type:\"boolean\"}\n", "UPDATE_COMFY_UI = True #@param {type:\"boolean\"}\n", "WORKSPACE = 'ComfyUI'\n", "OPTIONS['USE_GOOGLE_DRIVE'] = USE_GOOGLE_DRIVE\n", "OPTIONS['UPDATE_COMFY_UI'] = UPDATE_COMFY_UI\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/cu121 --extra-index-url https://download.pytorch.org/whl/cu118 --extra-index-url https://download.pytorch.org/whl/cu117" ] }, { "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": 2, "metadata": { "id": "dddddddddd", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "4413a4ad-08f4-4ed9-e7ca-e054a9aa7eb0" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "--2025-04-11 06:45:54-- https://huggingface.co/Comfy-Org/stable-diffusion-v1-5-archive/resolve/main/v1-5-pruned-emaonly-fp16.safetensors\n", "Resolving huggingface.co (huggingface.co)... 3.163.189.90, 3.163.189.114, 3.163.189.74, ...\n", "Connecting to huggingface.co (huggingface.co)|3.163.189.90|:443... connected.\n", "HTTP request sent, awaiting response... 302 Found\n", "Location: https://cdn-lfs-us-1.hf.co/repos/f5/2e/f52e0ca18fd9491c78516fb4c4b063c960ed7a3b061f667ff8730433c643cf05/e9476a13728cd75d8279f6ec8bad753a66a1957ca375a1464dc63b37db6e3916?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27v1-5-pruned-emaonly-fp16.safetensors%3B+filename%3D%22v1-5-pruned-emaonly-fp16.safetensors%22%3B&Expires=1744357554&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc0NDM1NzU1NH19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmhmLmNvL3JlcG9zL2Y1LzJlL2Y1MmUwY2ExOGZkOTQ5MWM3ODUxNmZiNGM0YjA2M2M5NjBlZDdhM2IwNjFmNjY3ZmY4NzMwNDMzYzY0M2NmMDUvZTk0NzZhMTM3MjhjZDc1ZDgyNzlmNmVjOGJhZDc1M2E2NmExOTU3Y2EzNzVhMTQ2NGRjNjNiMzdkYjZlMzkxNj9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSoifV19&Signature=c9-6hT070%7ENaeMGzNe49dP%7ErrSmcLKDwhDq46tJzq1x4qKUmGJr-UNhyIvVHzqxCeqAXqbzNdme9NHu%7EdjAupUkoEObOkcOwXWslNuFxiDnvxApnm5%7ENgsA2ZDXExr3ujplJYYqD4eu1I7EYezW4IGUZclxgkhsDF8OTEM5yJB3YEKYW8lBsLzZ%7EMYdujG5yfxjtiq0StESi1UlTqIsLCJwkcV4IIg3H9Gmorav4RhBLWDTxq48WbJcS1iGMdosemQgFfeU4ylKG6DB7wPgXbER5h3w5NhyX-L9X0akf6HXlEFlY9RZTN%7Ea6fxJbmHvyEw-Fic7O8XYUoZ9vqZk0sw__&Key-Pair-Id=K24J24Z295AEI9 [following]\n", "--2025-04-11 06:45:54-- 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"Resolving cdn-lfs-us-1.hf.co (cdn-lfs-us-1.hf.co)... 3.163.158.76, 3.163.158.82, 3.163.158.13, ...\n", "Connecting to cdn-lfs-us-1.hf.co (cdn-lfs-us-1.hf.co)|3.163.158.76|:443... connected.\n", "HTTP request sent, awaiting response... 200 OK\n", "Length: 2132696762 (2.0G) [binary/octet-stream]\n", "Saving to: ‘./models/checkpoints/v1-5-pruned-emaonly-fp16.safetensors’\n", "\n", "v1-5-pruned-emaonly 100%[===================>] 1.99G 222MB/s in 11s \n", "\n", "2025-04-11 06:46:05 (184 MB/s) - ‘./models/checkpoints/v1-5-pruned-emaonly-fp16.safetensors’ saved [2132696762/2132696762]\n", "\n", "--2025-04-11 06:46:05-- https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors\n", "Resolving huggingface.co (huggingface.co)... 3.163.189.37, 3.163.189.74, 3.163.189.114, ...\n", "Connecting to huggingface.co (huggingface.co)|3.163.189.37|:443... connected.\n", "HTTP request sent, awaiting response... 302 Found\n", "Location: https://cdn-lfs.hf.co/repos/ec/ee/eceee26c5834d8a75cf04eeb17dfc06d1d5fe1d80c2f19520b148c11e2e98c45/735e4c3a447a3255760d7f86845f09f937809baa529c17370d83e4c3758f3c75?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27vae-ft-mse-840000-ema-pruned.safetensors%3B+filename%3D%22vae-ft-mse-840000-ema-pruned.safetensors%22%3B&Expires=1744357566&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc0NDM1NzU2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5oZi5jby9yZXBvcy9lYy9lZS9lY2VlZTI2YzU4MzRkOGE3NWNmMDRlZWIxN2RmYzA2ZDFkNWZlMWQ4MGMyZjE5NTIwYjE0OGMxMWUyZTk4YzQ1LzczNWU0YzNhNDQ3YTMyNTU3NjBkN2Y4Njg0NWYwOWY5Mzc4MDliYWE1MjljMTczNzBkODNlNGMzNzU4ZjNjNzU%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=fG1jsp07YS-buMd79hRUPtwg%7ENldQWzyrkcWFCHShf-uIM1NScLFoUMx0zyRrB4tcr4ZZF9OzRWF1GAtIW6T539-3ehNSnBJ8eVyDcWQQElCg-SRR2YRHsiJXc0s93iYVQR-EUZJz7j%7EU9iZ6dZfOLRiRYYFHTCGMMWfEWkEbkK4HfXr3glUB4Wldq29t4jzJmMKzDnsvM5twUJpr5EJiasHqxxb21os36RPkh8ZmN%7ER7MEEKaXvDWeFh9Hy8cyMyTzC%7E1c8Bz8i0P3h5PIvoXtLqVHj5dq1tFO-rUFNGQ1WFVslasb2LzoIw6GNRqSZy9OF7nIuFcf2Q7hJ%7ERl2bw__&Key-Pair-Id=K3RPWS32NSSJCE [following]\n", "--2025-04-11 06:46:06-- https://cdn-lfs.hf.co/repos/ec/ee/eceee26c5834d8a75cf04eeb17dfc06d1d5fe1d80c2f19520b148c11e2e98c45/735e4c3a447a3255760d7f86845f09f937809baa529c17370d83e4c3758f3c75?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27vae-ft-mse-840000-ema-pruned.safetensors%3B+filename%3D%22vae-ft-mse-840000-ema-pruned.safetensors%22%3B&Expires=1744357566&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc0NDM1NzU2Nn19LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy5oZi5jby9yZXBvcy9lYy9lZS9lY2VlZTI2YzU4MzRkOGE3NWNmMDRlZWIxN2RmYzA2ZDFkNWZlMWQ4MGMyZjE5NTIwYjE0OGMxMWUyZTk4YzQ1LzczNWU0YzNhNDQ3YTMyNTU3NjBkN2Y4Njg0NWYwOWY5Mzc4MDliYWE1MjljMTczNzBkODNlNGMzNzU4ZjNjNzU%7EcmVzcG9uc2UtY29udGVudC1kaXNwb3NpdGlvbj0qIn1dfQ__&Signature=fG1jsp07YS-buMd79hRUPtwg%7ENldQWzyrkcWFCHShf-uIM1NScLFoUMx0zyRrB4tcr4ZZF9OzRWF1GAtIW6T539-3ehNSnBJ8eVyDcWQQElCg-SRR2YRHsiJXc0s93iYVQR-EUZJz7j%7EU9iZ6dZfOLRiRYYFHTCGMMWfEWkEbkK4HfXr3glUB4Wldq29t4jzJmMKzDnsvM5twUJpr5EJiasHqxxb21os36RPkh8ZmN%7ER7MEEKaXvDWeFh9Hy8cyMyTzC%7E1c8Bz8i0P3h5PIvoXtLqVHj5dq1tFO-rUFNGQ1WFVslasb2LzoIw6GNRqSZy9OF7nIuFcf2Q7hJ%7ERl2bw__&Key-Pair-Id=K3RPWS32NSSJCE\n", "Resolving cdn-lfs.hf.co (cdn-lfs.hf.co)... 18.238.238.84, 18.238.238.89, 18.238.238.41, ...\n", "Connecting to cdn-lfs.hf.co (cdn-lfs.hf.co)|18.238.238.84|:443... connected.\n", "HTTP request sent, awaiting response... 200 OK\n", "Length: 334641190 (319M) [binary/octet-stream]\n", "Saving to: ‘./models/vae/vae-ft-mse-840000-ema-pruned.safetensors’\n", "\n", "vae-ft-mse-840000-e 100%[===================>] 319.14M 286MB/s in 1.1s \n", "\n", "2025-04-11 06:46:07 (286 MB/s) - ‘./models/vae/vae-ft-mse-840000-ema-pruned.safetensors’ saved [334641190/334641190]\n", "\n" ] } ], "source": [ "# Checkpoints\n", "\n", "### SDXL\n", "### I recommend these workflow examples: https://comfyanonymous.github.io/ComfyUI_examples/sdxl/\n", "\n", "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors -P ./models/checkpoints/\n", "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0/resolve/main/sd_xl_refiner_1.0.safetensors -P ./models/checkpoints/\n", "\n", "# SDXL ReVision\n", "#!wget -c https://huggingface.co/comfyanonymous/clip_vision_g/resolve/main/clip_vision_g.safetensors -P ./models/clip_vision/\n", "\n", "# SD1.5\n", "!wget -c https://huggingface.co/Comfy-Org/stable-diffusion-v1-5-archive/resolve/main/v1-5-pruned-emaonly-fp16.safetensors -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-beta3/resolve/main/wd-illusion-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", "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_offset_example-lora_1.0.safetensors -P ./models/loras/ #SDXL offset noise lora\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", "# ControlNet SDXL\n", "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-canny-rank256.safetensors -P ./models/controlnet/\n", "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-depth-rank256.safetensors -P ./models/controlnet/\n", "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-recolor-rank256.safetensors -P ./models/controlnet/\n", "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-sketch-rank256.safetensors -P ./models/controlnet/\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": "kkkkkkkkkkkkkkk" }, "source": [ "### Run ComfyUI with cloudflared (Recommended Way)\n", "\n", "\n" ] }, { "cell_type": "code", "execution_count": null, "metadata": { "id": "jjjjjjjjjjjjjj", "colab": { "base_uri": "https://localhost:8080/" }, "outputId": "4b28598f-5e4b-4a9a-e7d1-d52521c48d67" }, "outputs": [ { "output_type": "stream", "name": "stdout", "text": [ "--2025-04-11 06:46:07-- https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64.deb\n", "Resolving github.com (github.com)... 140.82.116.3\n", "Connecting to github.com (github.com)|140.82.116.3|:443... connected.\n", "HTTP request sent, awaiting response... 302 Found\n", "Location: https://github.com/cloudflare/cloudflared/releases/download/2025.4.0/cloudflared-linux-amd64.deb [following]\n", "--2025-04-11 06:46:08-- https://github.com/cloudflare/cloudflared/releases/download/2025.4.0/cloudflared-linux-amd64.deb\n", "Reusing existing connection to github.com:443.\n", "HTTP request sent, awaiting response... 302 Found\n", "Location: https://objects.githubusercontent.com/github-production-release-asset-2e65be/106867604/d7e7703c-c0be-4512-b40f-145c402e03fd?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=releaseassetproduction%2F20250411%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250411T064608Z&X-Amz-Expires=300&X-Amz-Signature=c82c86e0f6ce626db629b0ad1aebd6e9671cc9248412837912bd3b2913ba9bf5&X-Amz-SignedHeaders=host&response-content-disposition=attachment%3B%20filename%3Dcloudflared-linux-amd64.deb&response-content-type=application%2Foctet-stream [following]\n", "--2025-04-11 06:46:08-- https://objects.githubusercontent.com/github-production-release-asset-2e65be/106867604/d7e7703c-c0be-4512-b40f-145c402e03fd?X-Amz-Algorithm=AWS4-HMAC-SHA256&X-Amz-Credential=releaseassetproduction%2F20250411%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250411T064608Z&X-Amz-Expires=300&X-Amz-Signature=c82c86e0f6ce626db629b0ad1aebd6e9671cc9248412837912bd3b2913ba9bf5&X-Amz-SignedHeaders=host&response-content-disposition=attachment%3B%20filename%3Dcloudflared-linux-amd64.deb&response-content-type=application%2Foctet-stream\n", "Resolving objects.githubusercontent.com (objects.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n", "Connecting to objects.githubusercontent.com (objects.githubusercontent.com)|185.199.108.133|:443... connected.\n", "HTTP request sent, awaiting response... 200 OK\n", "Length: 18554330 (18M) [application/octet-stream]\n", "Saving to: ‘cloudflared-linux-amd64.deb’\n", "\n", "cloudflared-linux-a 100%[===================>] 17.69M --.-KB/s in 0.1s \n", "\n", "2025-04-11 06:46:08 (162 MB/s) - ‘cloudflared-linux-amd64.deb’ saved [18554330/18554330]\n", "\n", "Selecting previously unselected package cloudflared.\n", "(Reading database ... 126315 files and directories currently installed.)\n", "Preparing to unpack cloudflared-linux-amd64.deb ...\n", "Unpacking cloudflared (2025.4.0) ...\n", "Setting up cloudflared (2025.4.0) ...\n", "Processing triggers for man-db (2.10.2-1) ...\n", "Checkpoint files will always be loaded safely.\n", "Total VRAM 15095 MB, total RAM 12979 MB\n", "pytorch version: 2.6.0+cu124\n", "WARNING[XFORMERS]: xFormers can't load C++/CUDA extensions. xFormers was built for:\n", " PyTorch 2.6.0+cu118 with CUDA 1108 (you have 2.6.0+cu124)\n", " Python 3.11.11 (you have 3.11.12)\n", " Please reinstall xformers (see https://github.com/facebookresearch/xformers#installing-xformers)\n", " Memory-efficient attention, SwiGLU, sparse and more won't be available.\n", " Set XFORMERS_MORE_DETAILS=1 for more details\n", "xformers version: 0.0.29.post3\n", "Set vram state to: NORMAL_VRAM\n", "Device: cuda:0 Tesla T4 : cudaMallocAsync\n", "Using pytorch attention\n", "ComfyUI version: 0.3.27\n", "****** User settings have been changed to be stored on the server instead of browser storage. ******\n", "****** For multi-user setups add the --multi-user CLI argument to enable multiple user profiles. ******\n", "ComfyUI frontend version: 1.14.6\n", "[Prompt Server] web root: /usr/local/lib/python3.11/dist-packages/comfyui_frontend_package/static\n", "\n", "Import times for custom nodes:\n", " 0.0 seconds: /content/ComfyUI/custom_nodes/websocket_image_save.py\n", "\n", "\n", "ComfyUI finished loading, trying to launch cloudflared (if it gets stuck here cloudflared is having issues)\n", "\n", "This is the URL to access ComfyUI: https://whats-conjunction-cleared-brian.trycloudflare.com |\n" ] } ], "source": [ "!wget https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64.deb\n", "!dpkg -i cloudflared-linux-amd64.deb\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 cloudflared (if it gets stuck here cloudflared is having issues)\\n\")\n", "\n", " p = subprocess.Popen([\"cloudflared\", \"tunnel\", \"--url\", \"http://127.0.0.1:{}\".format(port)], stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n", " for line in p.stderr:\n", " l = line.decode()\n", " if \"trycloudflare.com \" in l:\n", " print(\"This is the URL to access ComfyUI:\", l[l.find(\"http\"):], end='')\n", " #print(l, end='')\n", "\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 }