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ComfyUI/Irian_Notebook.ipynb
maciriase26 689f1aa7ee Created using Colab
2025-04-23 15:37:35 -04:00

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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/github/maciriase26/Irian/blob/master/Irian_Notebook.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {
"id": "bbbbbbbbbb",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "fd8a7d9e-8a41-41bf-9a79-acd759c4976d"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"Cloning into 'ComfyUI'...\n",
"remote: Enumerating objects: 18318, done.\u001b[K\n",
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"remote: Total 18318 (delta 99), reused 47 (delta 47), pack-reused 18169 (from 4)\u001b[K\n",
"Receiving objects: 100% (18318/18318), 67.60 MiB | 19.50 MiB/s, done.\n",
"Resolving deltas: 100% (12252/12252), 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",
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"\u001b[?25hDownloading trampoline-0.1.2-py3-none-any.whl (5.2 kB)\n",
"Installing collected packages: trampoline, nvidia-nvjitlink-cu12, nvidia-curand-cu12, nvidia-cufft-cu12, nvidia-cuda-runtime-cu12, nvidia-cuda-nvrtc-cu12, nvidia-cuda-cupti-cu12, nvidia-cublas-cu12, kornia_rs, comfyui-workflow-templates, comfyui-frontend-package, av, nvidia-cusparse-cu12, nvidia-cudnn-cu12, nvidia-cusolver-cu12, xformers, torchsde, kornia, spandrel\n",
" Attempting uninstall: 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-1.16.9 comfyui-workflow-templates-0.1.3 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",
"!rm -rf ComfyUI\n",
"# !git clone https://github.com/comfyanonymous/ComfyUI.git ComfyUI\n",
"!git clone https://github.com/maciriase26/Irian.git ComfyUI\n",
"\n",
"from pathlib import Path\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": "code",
"execution_count": null,
"metadata": {
"id": "dddddddddd",
"colab": {
"base_uri": "https://localhost:8080/"
},
"outputId": "83a79dfd-8178-4f81-c61d-c0fe83ee112b"
},
"outputs": [
{
"output_type": "stream",
"name": "stdout",
"text": [
"--2025-04-23 19:37:17-- https://huggingface.co/stabilityai/stable-cascade/resolve/main/comfyui_checkpoints/stable_cascade_stage_c.safetensors\n",
"Resolving huggingface.co (huggingface.co)... 3.163.189.90, 3.163.189.74, 3.163.189.37, ...\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/c6/f5c6a4da55330c43544dd439ddb75c8c6c4bb3d0416271508c059323a96d1026/088ddf1e444abf399007b2da2bac87791df165c69f477994f6b3c745a20904b0?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27stable_cascade_stage_c.safetensors%3B+filename%3D%22stable_cascade_stage_c.safetensors%22%3B&Expires=1745440637&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc0NTQ0MDYzN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmhmLmNvL3JlcG9zL2Y1L2M2L2Y1YzZhNGRhNTUzMzBjNDM1NDRkZDQzOWRkYjc1YzhjNmM0YmIzZDA0MTYyNzE1MDhjMDU5MzIzYTk2ZDEwMjYvMDg4ZGRmMWU0NDRhYmYzOTkwMDdiMmRhMmJhYzg3NzkxZGYxNjVjNjlmNDc3OTk0ZjZiM2M3NDVhMjA5MDRiMD9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSoifV19&Signature=klhJFQBzk8Cjah1FMlX3w%7Ex7NnRFlP6Yu4qGt37Q55C7rXkTBUWSPam22DV7PqU338blCJLm6pT-etGkBokhPauVlXvjUvgK3b9er57WUr6aEIISBrn5TvHzm3cSiIiqRIrnie8JBFb5k1LRLjc5oTvtAeNetRiBjEVVKv1wDcQhRu1coP1AxSdJH8y1wpwy7g4jd4VWnsRHZ-0fOaMUvcjIWBixqspMjZwrAMCllqcZULexih4aYdYZawKGWkES3o0pQ5xHV2QqKStnhzlqu7iSWTpkiWgEGRjbHjfmIqnL-EK%7EzggPfoXe-iylgFLVn7iwkiYFhW-JNUI0-JcvsQ__&Key-Pair-Id=K24J24Z295AEI9 [following]\n",
"--2025-04-23 19:37:17-- https://cdn-lfs-us-1.hf.co/repos/f5/c6/f5c6a4da55330c43544dd439ddb75c8c6c4bb3d0416271508c059323a96d1026/088ddf1e444abf399007b2da2bac87791df165c69f477994f6b3c745a20904b0?response-content-disposition=inline%3B+filename*%3DUTF-8%27%27stable_cascade_stage_c.safetensors%3B+filename%3D%22stable_cascade_stage_c.safetensors%22%3B&Expires=1745440637&Policy=eyJTdGF0ZW1lbnQiOlt7IkNvbmRpdGlvbiI6eyJEYXRlTGVzc1RoYW4iOnsiQVdTOkVwb2NoVGltZSI6MTc0NTQ0MDYzN319LCJSZXNvdXJjZSI6Imh0dHBzOi8vY2RuLWxmcy11cy0xLmhmLmNvL3JlcG9zL2Y1L2M2L2Y1YzZhNGRhNTUzMzBjNDM1NDRkZDQzOWRkYjc1YzhjNmM0YmIzZDA0MTYyNzE1MDhjMDU5MzIzYTk2ZDEwMjYvMDg4ZGRmMWU0NDRhYmYzOTkwMDdiMmRhMmJhYzg3NzkxZGYxNjVjNjlmNDc3OTk0ZjZiM2M3NDVhMjA5MDRiMD9yZXNwb25zZS1jb250ZW50LWRpc3Bvc2l0aW9uPSoifV19&Signature=klhJFQBzk8Cjah1FMlX3w%7Ex7NnRFlP6Yu4qGt37Q55C7rXkTBUWSPam22DV7PqU338blCJLm6pT-etGkBokhPauVlXvjUvgK3b9er57WUr6aEIISBrn5TvHzm3cSiIiqRIrnie8JBFb5k1LRLjc5oTvtAeNetRiBjEVVKv1wDcQhRu1coP1AxSdJH8y1wpwy7g4jd4VWnsRHZ-0fOaMUvcjIWBixqspMjZwrAMCllqcZULexih4aYdYZawKGWkES3o0pQ5xHV2QqKStnhzlqu7iSWTpkiWgEGRjbHjfmIqnL-EK%7EzggPfoXe-iylgFLVn7iwkiYFhW-JNUI0-JcvsQ__&Key-Pair-Id=K24J24Z295AEI9\n",
"Resolving cdn-lfs-us-1.hf.co (cdn-lfs-us-1.hf.co)... 13.224.14.113, 13.224.14.54, 13.224.14.28, ...\n",
"Connecting to cdn-lfs-us-1.hf.co (cdn-lfs-us-1.hf.co)|13.224.14.113|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 9224575566 (8.6G) [binary/octet-stream]\n",
"Saving to: ‘./models/checkpoints/stable_cascade_stage_c.safetensors’\n",
"\n",
"age_c.safetensors 41%[=======> ] 3.53G 168MB/s eta 23s "
]
}
],
"source": [
"# Checkpoints\n",
"\n",
"### SDXL\n",
"### 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",
"!wget -c https://huggingface.co/stabilityai/stable-cascade/resolve/main/comfyui_checkpoints/stable_cascade_stage_c.safetensors -P ./models/checkpoints/\n",
"!wget -c https://huggingface.co/stabilityai/stable-cascade/resolve/main/comfyui_checkpoints/stable_cascade_stage_b.safetensors -P ./models/checkpoints/\n",
"!wget -c https://huggingface.co/stabilityai/stable-cascade/resolve/main/comfyui_checkpoints/stable_cascade_stage_a.safetensors -P ./models/checkpoints/\n",
"\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/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-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",
"#ControlNet SC\n",
"\n",
"!wget https://huggingface.co/stabilityai/stable-cascade/resolve/main/controlnet/super_resolution.safetensors -P ./models/controlnet/\n",
"!wget https://huggingface.co/stabilityai/stable-cascade/resolve/main/controlnet/canny.safetensors -P ./models/controlnet/\n",
"!wget https://huggingface.co/lllyasviel/ControlNet/resolve/main/models/control_v11p_sd15_scribble.pth -P ./models/controlnet/\n",
"!wget https://huggingface.co/lllyasviel/ControlNet/resolve/main/models/control_v11p_sd15_lineart.pth -P /models/controlnet\n",
"!wget https://huggingface.co/lllyasviel/ControlNet/resolve/main/models/control_v11p_sd15_canny.pth -P /models/controlnet\n",
"\n",
"\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": "84c57e95-76c1-4ebd-f42b-44b322eef342"
},
"outputs": [
{
"metadata": {
"tags": null
},
"name": "stdout",
"output_type": "stream",
"text": [
"--2025-04-23 18:20:47-- https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64.deb\n",
"Resolving github.com (github.com)... 140.82.112.3\n",
"Connecting to github.com (github.com)|140.82.112.3|: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",
"--2025-04-23 18:20:48-- 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%2F20250423%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250423T182048Z&X-Amz-Expires=300&X-Amz-Signature=04f2daea44b90008bd45160342f480cc4bf677183ebe1739c882b7f671a37601&X-Amz-SignedHeaders=host&response-content-disposition=attachment%3B%20filename%3Dcloudflared-linux-amd64.deb&response-content-type=application%2Foctet-stream [following]\n",
"--2025-04-23 18:20:48-- 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%2F20250423%2Fus-east-1%2Fs3%2Faws4_request&X-Amz-Date=20250423T182048Z&X-Amz-Expires=300&X-Amz-Signature=04f2daea44b90008bd45160342f480cc4bf677183ebe1739c882b7f671a37601&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.2’\n",
"\n",
"cloudflared-linux-a 100%[===================>] 17.69M --.-KB/s in 0.1s \n",
"\n",
"2025-04-23 18:20:48 (184 MB/s) - ‘cloudflared-linux-amd64.deb.2’ saved [18554330/18554330]\n",
"\n",
"(Reading database ... 126337 files and directories currently installed.)\n",
"Preparing to unpack cloudflared-linux-amd64.deb ...\n",
"Unpacking cloudflared (2025.4.0) over (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 12978 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",
"Python version: 3.11.12 (main, Apr 9 2025, 08:55:54) [GCC 11.4.0]\n",
"ComfyUI version: 0.3.29\n",
"ComfyUI frontend version: 1.16.9\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://flooring-segment-filters-screensaver.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"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "kkkkkkkkkkkkkk"
},
"source": [
"### Run ComfyUI with localtunnel\n",
"\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "jjjjjjjjjjjjj"
},
"outputs": [],
"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": [],
"include_colab_link": true
},
"gpuClass": "standard",
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
},
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
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