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371 lines
19 KiB
371 lines
19 KiB
{ |
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"cells": [ |
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{ |
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"cell_type": "markdown", |
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"metadata": { |
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"id": "aaaaaaaaaa" |
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}, |
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"source": [ |
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"Git clone the repo and install the requirements. (ignore the pip errors about protobuf)" |
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] |
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}, |
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{ |
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"cell_type": "code", |
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"execution_count": null, |
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"metadata": { |
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"id": "bbbbbbbbbb" |
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}, |
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"outputs": [], |
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"source": [ |
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"# #@title Environment Setup\n", |
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"\n", |
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"from pathlib import Path\n", |
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"\n", |
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"OPTIONS = {}\n", |
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"\n", |
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"USE_GOOGLE_DRIVE = True #@param {type:\"boolean\"}\n", |
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"UPDATE_COMFY_UI = True #@param {type:\"boolean\"}\n", |
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"USE_COMFYUI_MANAGER = True #@param {type:\"boolean\"}\n", |
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"INSTALL_CUSTOM_NODES_DEPENDENCIES = True #@param {type:\"boolean\"}\n", |
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"OPTIONS['USE_GOOGLE_DRIVE'] = USE_GOOGLE_DRIVE\n", |
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"OPTIONS['UPDATE_COMFY_UI'] = UPDATE_COMFY_UI\n", |
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"OPTIONS['USE_COMFYUI_MANAGER'] = USE_COMFYUI_MANAGER\n", |
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"OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES'] = INSTALL_CUSTOM_NODES_DEPENDENCIES\n", |
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"\n", |
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"current_dir = !pwd\n", |
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"WORKSPACE = f\"{current_dir[0]}/ComfyUI\"\n", |
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"\n", |
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"if OPTIONS['USE_GOOGLE_DRIVE']:\n", |
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" !echo \"Mounting Google Drive...\"\n", |
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" %cd /\n", |
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"\n", |
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" from google.colab import drive\n", |
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" drive.mount('/content/drive')\n", |
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"\n", |
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" WORKSPACE = \"/content/drive/MyDrive/ComfyUI\"\n", |
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" %cd /content/drive/MyDrive\n", |
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"\n", |
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"![ ! -d $WORKSPACE ] && echo -= Initial setup ComfyUI =- && git clone https://github.com/comfyanonymous/ComfyUI\n", |
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"%cd $WORKSPACE\n", |
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"\n", |
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"if OPTIONS['UPDATE_COMFY_UI']:\n", |
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" !echo -= Updating ComfyUI =-\n", |
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"\n", |
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" # Correction of the issue of permissions being deleted on Google Drive.\n", |
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" ![ -f \".ci/nightly/update_windows/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/nightly/update_windows/update_comfyui_and_python_dependencies.bat\n", |
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" ![ -f \".ci/nightly/windows_base_files/run_nvidia_gpu.bat\" ] && chmod 755 .ci/nightly/windows_base_files/run_nvidia_gpu.bat\n", |
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" ![ -f \".ci/update_windows/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/update_windows/update_comfyui_and_python_dependencies.bat\n", |
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" ![ -f \".ci/update_windows_cu118/update_comfyui_and_python_dependencies.bat\" ] && chmod 755 .ci/update_windows_cu118/update_comfyui_and_python_dependencies.bat\n", |
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" ![ -f \".ci/update_windows/update.py\" ] && chmod 755 .ci/update_windows/update.py\n", |
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" ![ -f \".ci/update_windows/update_comfyui.bat\" ] && chmod 755 .ci/update_windows/update_comfyui.bat\n", |
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" ![ -f \".ci/update_windows/README_VERY_IMPORTANT.txt\" ] && chmod 755 .ci/update_windows/README_VERY_IMPORTANT.txt\n", |
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" ![ -f \".ci/update_windows/run_cpu.bat\" ] && chmod 755 .ci/update_windows/run_cpu.bat\n", |
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" ![ -f \".ci/update_windows/run_nvidia_gpu.bat\" ] && chmod 755 .ci/update_windows/run_nvidia_gpu.bat\n", |
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"\n", |
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" !git pull\n", |
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"\n", |
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"!echo -= Install dependencies =-\n", |
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"!pip3 install accelerate\n", |
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"!pip3 install einops transformers>=4.25.1 safetensors>=0.3.0 aiohttp pyyaml Pillow scipy tqdm psutil\n", |
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"!pip3 install xformers!=0.0.18 torch==2.1.0 torchvision torchaudio --index-url https://download.pytorch.org/whl/cu121\n", |
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"!pip3 install torchsde\n", |
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"\n", |
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"if OPTIONS['USE_COMFYUI_MANAGER']:\n", |
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" %cd custom_nodes\n", |
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"\n", |
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" # Correction of the issue of permissions being deleted on Google Drive.\n", |
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" ![ -f \"ComfyUI-Manager/check.sh\" ] && chmod 755 ComfyUI-Manager/check.sh\n", |
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" ![ -f \"ComfyUI-Manager/scan.sh\" ] && chmod 755 ComfyUI-Manager/scan.sh\n", |
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" ![ -f \"ComfyUI-Manager/node_db/dev/scan.sh\" ] && chmod 755 ComfyUI-Manager/node_db/dev/scan.sh\n", |
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" ![ -f \"ComfyUI-Manager/scripts/install-comfyui-venv-linux.sh\" ] && chmod 755 ComfyUI-Manager/scripts/install-comfyui-venv-linux.sh\n", |
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" ![ -f \"ComfyUI-Manager/scripts/install-comfyui-venv-win.bat\" ] && chmod 755 ComfyUI-Manager/scripts/install-comfyui-venv-win.bat\n", |
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"\n", |
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" ![ ! -d ComfyUI-Manager ] && echo -= Initial setup ComfyUI-Manager =- && git clone https://github.com/ltdrdata/ComfyUI-Manager\n", |
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" %cd ComfyUI-Manager\n", |
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" !git pull\n", |
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"\n", |
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"%cd $WORKSPACE\n", |
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"\n", |
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"if OPTIONS['INSTALL_CUSTOM_NODES_DEPENDENCIES']:\n", |
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" !echo -= Install custom nodes dependencies =-\n", |
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" !pip install GitPython\n", |
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" !python custom_nodes/ComfyUI-Manager/cm-cli.py restore-dependencies\n" |
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] |
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}, |
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{ |
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"cell_type": "markdown", |
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"metadata": { |
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"id": "cccccccccc" |
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}, |
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"source": [ |
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"Download some models/checkpoints/vae or custom comfyui nodes (uncomment the commands for the ones you want)" |
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] |
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}, |
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{ |
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"cell_type": "code", |
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"execution_count": null, |
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"metadata": { |
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"id": "dddddddddd" |
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}, |
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"outputs": [], |
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"source": [ |
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"# Checkpoints\n", |
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"\n", |
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"### SDXL\n", |
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"### I recommend these workflow examples: https://comfyanonymous.github.io/ComfyUI_examples/sdxl/\n", |
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"\n", |
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"#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors -P ./models/checkpoints/\n", |
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"#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0/resolve/main/sd_xl_refiner_1.0.safetensors -P ./models/checkpoints/\n", |
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"\n", |
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"# SDXL ReVision\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/clip_vision_g/resolve/main/clip_vision_g.safetensors -P ./models/clip_vision/\n", |
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"\n", |
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"# SD1.5\n", |
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"!wget -c https://huggingface.co/runwayml/stable-diffusion-v1-5/resolve/main/v1-5-pruned-emaonly.ckpt -P ./models/checkpoints/\n", |
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"\n", |
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"# SD2\n", |
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"#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1-base/resolve/main/v2-1_512-ema-pruned.safetensors -P ./models/checkpoints/\n", |
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"#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors -P ./models/checkpoints/\n", |
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"\n", |
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"# Some SD1.5 anime style\n", |
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"#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_hard.safetensors -P ./models/checkpoints/\n", |
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"#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A1_orangemixs.safetensors -P ./models/checkpoints/\n", |
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"#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A3_orangemixs.safetensors -P ./models/checkpoints/\n", |
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"#!wget -c https://huggingface.co/Linaqruf/anything-v3.0/resolve/main/anything-v3-fp16-pruned.safetensors -P ./models/checkpoints/\n", |
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"\n", |
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"# Waifu Diffusion 1.5 (anime style SD2.x 768-v)\n", |
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"#!wget -c https://huggingface.co/waifu-diffusion/wd-1-5-beta3/resolve/main/wd-illusion-fp16.safetensors -P ./models/checkpoints/\n", |
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"\n", |
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"\n", |
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"# unCLIP models\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/illuminatiDiffusionV1_v11_unCLIP/resolve/main/illuminatiDiffusionV1_v11-unclip-h-fp16.safetensors -P ./models/checkpoints/\n", |
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"#!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", |
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"\n", |
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"\n", |
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"# VAE\n", |
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"!wget -c https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -P ./models/vae/\n", |
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"#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/VAEs/orangemix.vae.pt -P ./models/vae/\n", |
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"#!wget -c https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/vae/kl-f8-anime2.ckpt -P ./models/vae/\n", |
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"\n", |
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"\n", |
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"# Loras\n", |
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"#!wget -c https://civitai.com/api/download/models/10350 -O ./models/loras/theovercomer8sContrastFix_sd21768.safetensors #theovercomer8sContrastFix SD2.x 768-v\n", |
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"#!wget -c https://civitai.com/api/download/models/10638 -O ./models/loras/theovercomer8sContrastFix_sd15.safetensors #theovercomer8sContrastFix SD1.x\n", |
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"#!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", |
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"\n", |
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"\n", |
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"# T2I-Adapter\n", |
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"#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_depth_sd14v1.pth -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_seg_sd14v1.pth -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_sketch_sd14v1.pth -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_keypose_sd14v1.pth -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_openpose_sd14v1.pth -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_color_sd14v1.pth -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_canny_sd14v1.pth -P ./models/controlnet/\n", |
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"\n", |
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"# T2I Styles Model\n", |
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"#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_style_sd14v1.pth -P ./models/style_models/\n", |
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"\n", |
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"# CLIPVision model (needed for styles model)\n", |
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"#!wget -c https://huggingface.co/openai/clip-vit-large-patch14/resolve/main/pytorch_model.bin -O ./models/clip_vision/clip_vit14.bin\n", |
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"\n", |
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"\n", |
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"# ControlNet\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_canny_fp16.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_lineart_fp16.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_openpose_fp16.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_scribble_fp16.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_seg_fp16.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_softedge_fp16.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11u_sd15_tile_fp16.safetensors -P ./models/controlnet/\n", |
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"\n", |
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"# ControlNet SDXL\n", |
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"#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-canny-rank256.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-depth-rank256.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-recolor-rank256.safetensors -P ./models/controlnet/\n", |
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"#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-sketch-rank256.safetensors -P ./models/controlnet/\n", |
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"\n", |
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"# Controlnet Preprocessor nodes by Fannovel16\n", |
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"#!cd custom_nodes && git clone https://github.com/Fannovel16/comfy_controlnet_preprocessors; cd comfy_controlnet_preprocessors && python install.py\n", |
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"\n", |
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"\n", |
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"# GLIGEN\n", |
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"#!wget -c https://huggingface.co/comfyanonymous/GLIGEN_pruned_safetensors/resolve/main/gligen_sd14_textbox_pruned_fp16.safetensors -P ./models/gligen/\n", |
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"\n", |
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"\n", |
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"# ESRGAN upscale model\n", |
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"#!wget -c https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth -P ./models/upscale_models/\n", |
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"#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x2.pth -P ./models/upscale_models/\n", |
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"#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x4.pth -P ./models/upscale_models/\n", |
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"\n", |
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"\n" |
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] |
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}, |
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{ |
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"cell_type": "markdown", |
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"metadata": { |
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"id": "kkkkkkkkkkkkkkk" |
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}, |
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"source": [ |
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"### Run ComfyUI with cloudflared (Recommended Way)\n", |
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"\n", |
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"\n" |
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] |
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}, |
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{ |
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"cell_type": "code", |
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"execution_count": null, |
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"metadata": { |
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"id": "jjjjjjjjjjjjjj" |
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}, |
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"outputs": [], |
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"source": [ |
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"!wget https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64.deb\n", |
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"!dpkg -i cloudflared-linux-amd64.deb\n", |
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"\n", |
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"import subprocess\n", |
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"import threading\n", |
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"import time\n", |
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"import socket\n", |
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"import urllib.request\n", |
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"\n", |
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"def iframe_thread(port):\n", |
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" while True:\n", |
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" time.sleep(0.5)\n", |
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" sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n", |
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" result = sock.connect_ex(('127.0.0.1', port))\n", |
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" if result == 0:\n", |
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" break\n", |
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" sock.close()\n", |
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" print(\"\\nComfyUI finished loading, trying to launch cloudflared (if it gets stuck here cloudflared is having issues)\\n\")\n", |
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"\n", |
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" p = subprocess.Popen([\"cloudflared\", \"tunnel\", \"--url\", \"http://127.0.0.1:{}\".format(port)], stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n", |
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" for line in p.stderr:\n", |
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" l = line.decode()\n", |
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" if \"trycloudflare.com \" in l:\n", |
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" print(\"This is the URL to access ComfyUI:\", l[l.find(\"http\"):], end='')\n", |
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" #print(l, end='')\n", |
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"\n", |
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"\n", |
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"threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n", |
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"\n", |
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"!python main.py --dont-print-server" |
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] |
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}, |
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{ |
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"cell_type": "markdown", |
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"metadata": { |
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"id": "kkkkkkkkkkkkkk" |
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}, |
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"source": [ |
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"### Run ComfyUI with localtunnel\n", |
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"\n", |
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"\n" |
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] |
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}, |
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{ |
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"cell_type": "code", |
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"execution_count": null, |
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"metadata": { |
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"id": "jjjjjjjjjjjjj" |
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}, |
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"outputs": [], |
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"source": [ |
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"!npm install -g localtunnel\n", |
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"\n", |
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"import subprocess\n", |
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"import threading\n", |
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"import time\n", |
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"import socket\n", |
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"import urllib.request\n", |
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"\n", |
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"def iframe_thread(port):\n", |
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" while True:\n", |
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" time.sleep(0.5)\n", |
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" sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n", |
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" result = sock.connect_ex(('127.0.0.1', port))\n", |
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" if result == 0:\n", |
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" break\n", |
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" sock.close()\n", |
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" print(\"\\nComfyUI finished loading, trying to launch localtunnel (if it gets stuck here localtunnel is having issues)\\n\")\n", |
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"\n", |
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" print(\"The password/enpoint ip for localtunnel is:\", urllib.request.urlopen('https://ipv4.icanhazip.com').read().decode('utf8').strip(\"\\n\"))\n", |
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" p = subprocess.Popen([\"lt\", \"--port\", \"{}\".format(port)], stdout=subprocess.PIPE)\n", |
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" for line in p.stdout:\n", |
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" print(line.decode(), end='')\n", |
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"\n", |
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"\n", |
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"threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n", |
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"\n", |
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"!python main.py --dont-print-server" |
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] |
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}, |
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{ |
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"cell_type": "markdown", |
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"metadata": { |
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"id": "gggggggggg" |
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}, |
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"source": [ |
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"### Run ComfyUI with colab iframe (use only in case the previous way with localtunnel doesn't work)\n", |
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"\n", |
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"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 |
|
} |