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- {
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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": 1,
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- "metadata": {
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- "id": "bbbbbbbbbb",
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- "outputId": "780bb97a-8ed2-4b52-b8e6-8ccd4b1e3c75",
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- "colab": {
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- "base_uri": "https://localhost:8080/"
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- }
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- },
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- "outputs": [
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- {
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- "output_type": "stream",
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- "name": "stdout",
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- "text": [
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- "-= Initial setup ComfyUI =-\n",
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- "Cloning into 'ComfyUI'...\n",
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- "remote: Enumerating objects: 18468, done.\u001b[K\n",
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- "remote: Counting objects: 100% (200/200), done.\u001b[K\n",
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- "remote: Compressing objects: 100% (132/132), done.\u001b[K\n",
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- "remote: Total 18468 (delta 139), reused 68 (delta 68), pack-reused 18268 (from 4)\u001b[K\n",
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- "Receiving objects: 100% (18468/18468), 67.73 MiB | 8.70 MiB/s, done.\n",
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- "Resolving deltas: 100% (12371/12371), done.\n",
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- "/content/ComfyUI\n",
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- "-= Updating ComfyUI =-\n",
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- "Already up to date.\n",
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- "-= Install dependencies =-\n",
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- "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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- "Collecting comfyui-frontend-package==1.14.6 (from -r requirements.txt (line 1))\n",
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- "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-frontend-package, av, nvidia-cusparse-cu12, nvidia-cudnn-cu12, nvidia-cusolver-cu12, xformers, torchsde, kornia, spandrel\n",
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- " Found existing installation: nvidia-nvjitlink-cu12 12.5.82\n",
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- " Uninstalling nvidia-nvjitlink-cu12-12.5.82:\n",
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- " Found existing installation: nvidia-curand-cu12 10.3.6.82\n",
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- " Found existing installation: nvidia-cufft-cu12 11.2.3.61\n",
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- " Uninstalling nvidia-cufft-cu12-11.2.3.61:\n",
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- " Successfully uninstalled nvidia-cufft-cu12-11.2.3.61\n",
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- " Found existing installation: nvidia-cuda-runtime-cu12 12.5.82\n",
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- " Uninstalling nvidia-cuda-runtime-cu12-12.5.82:\n",
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- " Successfully uninstalled nvidia-cuda-runtime-cu12-12.5.82\n",
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- " Found existing installation: nvidia-cuda-nvrtc-cu12 12.5.82\n",
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- " Uninstalling nvidia-cuda-nvrtc-cu12-12.5.82:\n",
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- " Successfully uninstalled nvidia-cuda-nvrtc-cu12-12.5.82\n",
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- " Found existing installation: nvidia-cuda-cupti-cu12 12.5.82\n",
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- " Uninstalling nvidia-cuda-cupti-cu12-12.5.82:\n",
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- " Successfully uninstalled nvidia-cuda-cupti-cu12-12.5.82\n",
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- " Attempting uninstall: nvidia-cublas-cu12\n",
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- " Found existing installation: nvidia-cublas-cu12 12.5.3.2\n",
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- " Uninstalling nvidia-cublas-cu12-12.5.3.2:\n",
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- " Successfully uninstalled nvidia-cublas-cu12-12.5.3.2\n",
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- " Attempting uninstall: nvidia-cusparse-cu12\n",
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- " Found existing installation: nvidia-cusparse-cu12 12.5.1.3\n",
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- " Uninstalling nvidia-cusparse-cu12-12.5.1.3:\n",
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- " Successfully uninstalled nvidia-cusparse-cu12-12.5.1.3\n",
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- " Attempting uninstall: nvidia-cudnn-cu12\n",
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- " Found existing installation: nvidia-cudnn-cu12 9.3.0.75\n",
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- " Uninstalling nvidia-cudnn-cu12-9.3.0.75:\n",
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- " Successfully uninstalled nvidia-cudnn-cu12-9.3.0.75\n",
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- " Attempting uninstall: nvidia-cusolver-cu12\n",
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- " Found existing installation: nvidia-cusolver-cu12 11.6.3.83\n",
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- " Uninstalling nvidia-cusolver-cu12-11.6.3.83:\n",
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- " Successfully uninstalled nvidia-cusolver-cu12-11.6.3.83\n",
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- "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"
197
- ]
198
- }
199
- ],
200
- "source": [
201
- "#@title Environment Setup\n",
202
- "\n",
203
- "\n",
204
- "OPTIONS = {}\n",
205
- "\n",
206
- "USE_GOOGLE_DRIVE = False #@param {type:\"boolean\"}\n",
207
- "UPDATE_COMFY_UI = True #@param {type:\"boolean\"}\n",
208
- "WORKSPACE = 'ComfyUI'\n",
209
- "OPTIONS['USE_GOOGLE_DRIVE'] = USE_GOOGLE_DRIVE\n",
210
- "OPTIONS['UPDATE_COMFY_UI'] = UPDATE_COMFY_UI\n",
211
- "\n",
212
- "if OPTIONS['USE_GOOGLE_DRIVE']:\n",
213
- " !echo \"Mounting Google Drive...\"\n",
214
- " %cd /\n",
215
- "\n",
216
- " from google.colab import drive\n",
217
- " drive.mount('/content/drive')\n",
218
- "\n",
219
- " WORKSPACE = \"/content/drive/MyDrive/ComfyUI\"\n",
220
- " %cd /content/drive/MyDrive\n",
221
- "\n",
222
- "![ ! -d $WORKSPACE ] && echo -= Initial setup ComfyUI =- && git clone https://github.com/comfyanonymous/ComfyUI\n",
223
- "%cd $WORKSPACE\n",
224
- "\n",
225
- "if OPTIONS['UPDATE_COMFY_UI']:\n",
226
- " !echo -= Updating ComfyUI =-\n",
227
- " !git pull\n",
228
- "\n",
229
- "!echo -= Install dependencies =-\n",
230
- "!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"
231
- ]
232
- },
233
- {
234
- "cell_type": "markdown",
235
- "metadata": {
236
- "id": "cccccccccc"
237
- },
238
- "source": [
239
- "Download some models/checkpoints/vae or custom comfyui nodes (uncomment the commands for the ones you want)"
240
- ]
241
- },
242
- {
243
- "cell_type": "code",
244
- "execution_count": 2,
245
- "metadata": {
246
- "id": "dddddddddd",
247
- "outputId": "4413a4ad-08f4-4ed9-e7ca-e054a9aa7eb0",
248
- "colab": {
249
- "base_uri": "https://localhost:8080/"
250
- }
251
- },
252
- "outputs": [
253
- {
254
- "output_type": "stream",
255
- "name": "stdout",
256
- "text": [
257
- "--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",
258
- "Resolving huggingface.co (huggingface.co)... 3.163.189.90, 3.163.189.114, 3.163.189.74, ...\n",
259
- "Connecting to huggingface.co (huggingface.co)|3.163.189.90|:443... connected.\n",
260
- "HTTP request sent, awaiting response... 302 Found\n",
261
- "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",
262
- "--2025-04-11 06:45:54-- 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\n",
263
- "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",
264
- "Connecting to cdn-lfs-us-1.hf.co (cdn-lfs-us-1.hf.co)|3.163.158.76|:443... connected.\n",
265
- "HTTP request sent, awaiting response... 200 OK\n",
266
- "Length: 2132696762 (2.0G) [binary/octet-stream]\n",
267
- "Saving to: ‘./models/checkpoints/v1-5-pruned-emaonly-fp16.safetensors’\n",
268
- "\n",
269
- "v1-5-pruned-emaonly 100%[===================>] 1.99G 222MB/s in 11s \n",
270
- "\n",
271
- "2025-04-11 06:46:05 (184 MB/s) - ‘./models/checkpoints/v1-5-pruned-emaonly-fp16.safetensors’ saved [2132696762/2132696762]\n",
272
- "\n",
273
- "--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",
274
- "Resolving huggingface.co (huggingface.co)... 3.163.189.37, 3.163.189.74, 3.163.189.114, ...\n",
275
- "Connecting to huggingface.co (huggingface.co)|3.163.189.37|:443... connected.\n",
276
- "HTTP request sent, awaiting response... 302 Found\n",
277
- "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",
278
- "--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",
279
- "Resolving cdn-lfs.hf.co (cdn-lfs.hf.co)... 18.238.238.84, 18.238.238.89, 18.238.238.41, ...\n",
280
- "Connecting to cdn-lfs.hf.co (cdn-lfs.hf.co)|18.238.238.84|:443... connected.\n",
281
- "HTTP request sent, awaiting response... 200 OK\n",
282
- "Length: 334641190 (319M) [binary/octet-stream]\n",
283
- "Saving to: ‘./models/vae/vae-ft-mse-840000-ema-pruned.safetensors’\n",
284
- "\n",
285
- "vae-ft-mse-840000-e 100%[===================>] 319.14M 286MB/s in 1.1s \n",
286
- "\n",
287
- "2025-04-11 06:46:07 (286 MB/s) - ‘./models/vae/vae-ft-mse-840000-ema-pruned.safetensors’ saved [334641190/334641190]\n",
288
- "\n"
289
- ]
290
- }
291
- ],
292
- "source": [
293
- "# Checkpoints\n",
294
- "\n",
295
- "### SDXL\n",
296
- "### I recommend these workflow examples: https://comfyanonymous.github.io/ComfyUI_examples/sdxl/\n",
297
- "\n",
298
- "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0/resolve/main/sd_xl_base_1.0.safetensors -P ./models/checkpoints/\n",
299
- "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0/resolve/main/sd_xl_refiner_1.0.safetensors -P ./models/checkpoints/\n",
300
- "\n",
301
- "# SDXL ReVision\n",
302
- "#!wget -c https://huggingface.co/comfyanonymous/clip_vision_g/resolve/main/clip_vision_g.safetensors -P ./models/clip_vision/\n",
303
- "\n",
304
- "# SD1.5\n",
305
- "!wget -c https://huggingface.co/Comfy-Org/stable-diffusion-v1-5-archive/resolve/main/v1-5-pruned-emaonly-fp16.safetensors -P ./models/checkpoints/\n",
306
- "\n",
307
- "# SD2\n",
308
- "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1-base/resolve/main/v2-1_512-ema-pruned.safetensors -P ./models/checkpoints/\n",
309
- "#!wget -c https://huggingface.co/stabilityai/stable-diffusion-2-1/resolve/main/v2-1_768-ema-pruned.safetensors -P ./models/checkpoints/\n",
310
- "\n",
311
- "# Some SD1.5 anime style\n",
312
- "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix2/AbyssOrangeMix2_hard.safetensors -P ./models/checkpoints/\n",
313
- "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A1_orangemixs.safetensors -P ./models/checkpoints/\n",
314
- "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/Models/AbyssOrangeMix3/AOM3A3_orangemixs.safetensors -P ./models/checkpoints/\n",
315
- "#!wget -c https://huggingface.co/Linaqruf/anything-v3.0/resolve/main/anything-v3-fp16-pruned.safetensors -P ./models/checkpoints/\n",
316
- "\n",
317
- "# Waifu Diffusion 1.5 (anime style SD2.x 768-v)\n",
318
- "#!wget -c https://huggingface.co/waifu-diffusion/wd-1-5-beta3/resolve/main/wd-illusion-fp16.safetensors -P ./models/checkpoints/\n",
319
- "\n",
320
- "\n",
321
- "# unCLIP models\n",
322
- "#!wget -c https://huggingface.co/comfyanonymous/illuminatiDiffusionV1_v11_unCLIP/resolve/main/illuminatiDiffusionV1_v11-unclip-h-fp16.safetensors -P ./models/checkpoints/\n",
323
- "#!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",
324
- "\n",
325
- "\n",
326
- "# VAE\n",
327
- "!wget -c https://huggingface.co/stabilityai/sd-vae-ft-mse-original/resolve/main/vae-ft-mse-840000-ema-pruned.safetensors -P ./models/vae/\n",
328
- "#!wget -c https://huggingface.co/WarriorMama777/OrangeMixs/resolve/main/VAEs/orangemix.vae.pt -P ./models/vae/\n",
329
- "#!wget -c https://huggingface.co/hakurei/waifu-diffusion-v1-4/resolve/main/vae/kl-f8-anime2.ckpt -P ./models/vae/\n",
330
- "\n",
331
- "\n",
332
- "# Loras\n",
333
- "#!wget -c https://civitai.com/api/download/models/10350 -O ./models/loras/theovercomer8sContrastFix_sd21768.safetensors #theovercomer8sContrastFix SD2.x 768-v\n",
334
- "#!wget -c https://civitai.com/api/download/models/10638 -O ./models/loras/theovercomer8sContrastFix_sd15.safetensors #theovercomer8sContrastFix SD1.x\n",
335
- "#!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",
336
- "\n",
337
- "\n",
338
- "# T2I-Adapter\n",
339
- "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_depth_sd14v1.pth -P ./models/controlnet/\n",
340
- "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_seg_sd14v1.pth -P ./models/controlnet/\n",
341
- "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_sketch_sd14v1.pth -P ./models/controlnet/\n",
342
- "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_keypose_sd14v1.pth -P ./models/controlnet/\n",
343
- "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_openpose_sd14v1.pth -P ./models/controlnet/\n",
344
- "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_color_sd14v1.pth -P ./models/controlnet/\n",
345
- "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_canny_sd14v1.pth -P ./models/controlnet/\n",
346
- "\n",
347
- "# T2I Styles Model\n",
348
- "#!wget -c https://huggingface.co/TencentARC/T2I-Adapter/resolve/main/models/t2iadapter_style_sd14v1.pth -P ./models/style_models/\n",
349
- "\n",
350
- "# CLIPVision model (needed for styles model)\n",
351
- "#!wget -c https://huggingface.co/openai/clip-vit-large-patch14/resolve/main/pytorch_model.bin -O ./models/clip_vision/clip_vit14.bin\n",
352
- "\n",
353
- "\n",
354
- "# ControlNet\n",
355
- "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_ip2p_fp16.safetensors -P ./models/controlnet/\n",
356
- "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11e_sd15_shuffle_fp16.safetensors -P ./models/controlnet/\n",
357
- "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_canny_fp16.safetensors -P ./models/controlnet/\n",
358
- "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11f1p_sd15_depth_fp16.safetensors -P ./models/controlnet/\n",
359
- "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_inpaint_fp16.safetensors -P ./models/controlnet/\n",
360
- "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_lineart_fp16.safetensors -P ./models/controlnet/\n",
361
- "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_mlsd_fp16.safetensors -P ./models/controlnet/\n",
362
- "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_normalbae_fp16.safetensors -P ./models/controlnet/\n",
363
- "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_openpose_fp16.safetensors -P ./models/controlnet/\n",
364
- "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_scribble_fp16.safetensors -P ./models/controlnet/\n",
365
- "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_seg_fp16.safetensors -P ./models/controlnet/\n",
366
- "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15_softedge_fp16.safetensors -P ./models/controlnet/\n",
367
- "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11p_sd15s2_lineart_anime_fp16.safetensors -P ./models/controlnet/\n",
368
- "#!wget -c https://huggingface.co/comfyanonymous/ControlNet-v1-1_fp16_safetensors/resolve/main/control_v11u_sd15_tile_fp16.safetensors -P ./models/controlnet/\n",
369
- "\n",
370
- "# ControlNet SDXL\n",
371
- "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-canny-rank256.safetensors -P ./models/controlnet/\n",
372
- "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-depth-rank256.safetensors -P ./models/controlnet/\n",
373
- "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-recolor-rank256.safetensors -P ./models/controlnet/\n",
374
- "#!wget -c https://huggingface.co/stabilityai/control-lora/resolve/main/control-LoRAs-rank256/control-lora-sketch-rank256.safetensors -P ./models/controlnet/\n",
375
- "\n",
376
- "# Controlnet Preprocessor nodes by Fannovel16\n",
377
- "#!cd custom_nodes && git clone https://github.com/Fannovel16/comfy_controlnet_preprocessors; cd comfy_controlnet_preprocessors && python install.py\n",
378
- "\n",
379
- "\n",
380
- "# GLIGEN\n",
381
- "#!wget -c https://huggingface.co/comfyanonymous/GLIGEN_pruned_safetensors/resolve/main/gligen_sd14_textbox_pruned_fp16.safetensors -P ./models/gligen/\n",
382
- "\n",
383
- "\n",
384
- "# ESRGAN upscale model\n",
385
- "#!wget -c https://github.com/xinntao/Real-ESRGAN/releases/download/v0.1.0/RealESRGAN_x4plus.pth -P ./models/upscale_models/\n",
386
- "#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x2.pth -P ./models/upscale_models/\n",
387
- "#!wget -c https://huggingface.co/sberbank-ai/Real-ESRGAN/resolve/main/RealESRGAN_x4.pth -P ./models/upscale_models/\n",
388
- "\n",
389
- "\n"
390
- ]
391
- },
392
- {
393
- "cell_type": "markdown",
394
- "metadata": {
395
- "id": "kkkkkkkkkkkkkkk"
396
- },
397
- "source": [
398
- "### Run ComfyUI with cloudflared (Recommended Way)\n",
399
- "\n",
400
- "\n"
401
- ]
402
- },
403
- {
404
- "cell_type": "code",
405
- "execution_count": null,
406
- "metadata": {
407
- "id": "jjjjjjjjjjjjjj",
408
- "outputId": "4b28598f-5e4b-4a9a-e7d1-d52521c48d67",
409
- "colab": {
410
- "base_uri": "https://localhost:8080/"
411
- }
412
- },
413
- "outputs": [
414
- {
415
- "output_type": "stream",
416
- "name": "stdout",
417
- "text": [
418
- "--2025-04-11 06:46:07-- https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64.deb\n",
419
- "Resolving github.com (github.com)... 140.82.116.3\n",
420
- "Connecting to github.com (github.com)|140.82.116.3|:443... connected.\n",
421
- "HTTP request sent, awaiting response... 302 Found\n",
422
- "Location: https://github.com/cloudflare/cloudflared/releases/download/2025.4.0/cloudflared-linux-amd64.deb [following]\n",
423
- "--2025-04-11 06:46:08-- https://github.com/cloudflare/cloudflared/releases/download/2025.4.0/cloudflared-linux-amd64.deb\n",
424
- "Reusing existing connection to github.com:443.\n",
425
- "HTTP request sent, awaiting response... 302 Found\n",
426
- "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",
427
- "--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",
428
- "Resolving objects.githubusercontent.com (objects.githubusercontent.com)... 185.199.108.133, 185.199.109.133, 185.199.110.133, ...\n",
429
- "Connecting to objects.githubusercontent.com (objects.githubusercontent.com)|185.199.108.133|:443... connected.\n",
430
- "HTTP request sent, awaiting response... 200 OK\n",
431
- "Length: 18554330 (18M) [application/octet-stream]\n",
432
- "Saving to: ‘cloudflared-linux-amd64.deb’\n",
433
- "\n",
434
- "cloudflared-linux-a 100%[===================>] 17.69M --.-KB/s in 0.1s \n",
435
- "\n",
436
- "2025-04-11 06:46:08 (162 MB/s) - ‘cloudflared-linux-amd64.deb’ saved [18554330/18554330]\n",
437
- "\n",
438
- "Selecting previously unselected package cloudflared.\n",
439
- "(Reading database ... 126315 files and directories currently installed.)\n",
440
- "Preparing to unpack cloudflared-linux-amd64.deb ...\n",
441
- "Unpacking cloudflared (2025.4.0) ...\n",
442
- "Setting up cloudflared (2025.4.0) ...\n",
443
- "Processing triggers for man-db (2.10.2-1) ...\n",
444
- "Checkpoint files will always be loaded safely.\n",
445
- "Total VRAM 15095 MB, total RAM 12979 MB\n",
446
- "pytorch version: 2.6.0+cu124\n",
447
- "WARNING[XFORMERS]: xFormers can't load C++/CUDA extensions. xFormers was built for:\n",
448
- " PyTorch 2.6.0+cu118 with CUDA 1108 (you have 2.6.0+cu124)\n",
449
- " Python 3.11.11 (you have 3.11.12)\n",
450
- " Please reinstall xformers (see https://github.com/facebookresearch/xformers#installing-xformers)\n",
451
- " Memory-efficient attention, SwiGLU, sparse and more won't be available.\n",
452
- " Set XFORMERS_MORE_DETAILS=1 for more details\n",
453
- "xformers version: 0.0.29.post3\n",
454
- "Set vram state to: NORMAL_VRAM\n",
455
- "Device: cuda:0 Tesla T4 : cudaMallocAsync\n",
456
- "Using pytorch attention\n",
457
- "ComfyUI version: 0.3.27\n",
458
- "****** User settings have been changed to be stored on the server instead of browser storage. ******\n",
459
- "****** For multi-user setups add the --multi-user CLI argument to enable multiple user profiles. ******\n",
460
- "ComfyUI frontend version: 1.14.6\n",
461
- "[Prompt Server] web root: /usr/local/lib/python3.11/dist-packages/comfyui_frontend_package/static\n",
462
- "\n",
463
- "Import times for custom nodes:\n",
464
- " 0.0 seconds: /content/ComfyUI/custom_nodes/websocket_image_save.py\n",
465
- "\n",
466
- "\n",
467
- "ComfyUI finished loading, trying to launch cloudflared (if it gets stuck here cloudflared is having issues)\n",
468
- "\n",
469
- "This is the URL to access ComfyUI: https://whats-conjunction-cleared-brian.trycloudflare.com |\n"
470
- ]
471
- }
472
- ],
473
- "source": [
474
- "!wget https://github.com/cloudflare/cloudflared/releases/latest/download/cloudflared-linux-amd64.deb\n",
475
- "!dpkg -i cloudflared-linux-amd64.deb\n",
476
- "\n",
477
- "import subprocess\n",
478
- "import threading\n",
479
- "import time\n",
480
- "import socket\n",
481
- "import urllib.request\n",
482
- "\n",
483
- "def iframe_thread(port):\n",
484
- " while True:\n",
485
- " time.sleep(0.5)\n",
486
- " sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
487
- " result = sock.connect_ex(('127.0.0.1', port))\n",
488
- " if result == 0:\n",
489
- " break\n",
490
- " sock.close()\n",
491
- " print(\"\\nComfyUI finished loading, trying to launch cloudflared (if it gets stuck here cloudflared is having issues)\\n\")\n",
492
- "\n",
493
- " p = subprocess.Popen([\"cloudflared\", \"tunnel\", \"--url\", \"http://127.0.0.1:{}\".format(port)], stdout=subprocess.PIPE, stderr=subprocess.PIPE)\n",
494
- " for line in p.stderr:\n",
495
- " l = line.decode()\n",
496
- " if \"trycloudflare.com \" in l:\n",
497
- " print(\"This is the URL to access ComfyUI:\", l[l.find(\"http\"):], end='')\n",
498
- " #print(l, end='')\n",
499
- "\n",
500
- "\n",
501
- "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
502
- "\n",
503
- "!python main.py --dont-print-server"
504
- ]
505
- },
506
- {
507
- "cell_type": "markdown",
508
- "metadata": {
509
- "id": "kkkkkkkkkkkkkk"
510
- },
511
- "source": [
512
- "### Run ComfyUI with localtunnel\n",
513
- "\n",
514
- "\n"
515
- ]
516
- },
517
- {
518
- "cell_type": "code",
519
- "execution_count": null,
520
- "metadata": {
521
- "id": "jjjjjjjjjjjjj"
522
- },
523
- "outputs": [],
524
- "source": [
525
- "!npm install -g localtunnel\n",
526
- "\n",
527
- "import threading\n",
528
- "\n",
529
- "def iframe_thread(port):\n",
530
- " while True:\n",
531
- " time.sleep(0.5)\n",
532
- " sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
533
- " result = sock.connect_ex(('127.0.0.1', port))\n",
534
- " if result == 0:\n",
535
- " break\n",
536
- " sock.close()\n",
537
- " print(\"\\nComfyUI finished loading, trying to launch localtunnel (if it gets stuck here localtunnel is having issues)\\n\")\n",
538
- "\n",
539
- " print(\"The password/enpoint ip for localtunnel is:\", urllib.request.urlopen('https://ipv4.icanhazip.com').read().decode('utf8').strip(\"\\n\"))\n",
540
- " p = subprocess.Popen([\"lt\", \"--port\", \"{}\".format(port)], stdout=subprocess.PIPE)\n",
541
- " for line in p.stdout:\n",
542
- " print(line.decode(), end='')\n",
543
- "\n",
544
- "\n",
545
- "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
546
- "\n",
547
- "!python main.py --dont-print-server"
548
- ]
549
- },
550
- {
551
- "cell_type": "markdown",
552
- "metadata": {
553
- "id": "gggggggggg"
554
- },
555
- "source": [
556
- "### Run ComfyUI with colab iframe (use only in case the previous way with localtunnel doesn't work)\n",
557
- "\n",
558
- "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",
559
- "\n",
560
- "If you want to open it in another window use the link.\n",
561
- "\n",
562
- "Note that some UI features like live image previews won't work because the colab iframe blocks websockets."
563
- ]
564
- },
565
- {
566
- "cell_type": "code",
567
- "execution_count": null,
568
- "metadata": {
569
- "id": "hhhhhhhhhh"
570
- },
571
- "outputs": [],
572
- "source": [
573
- "import threading\n",
574
- "def iframe_thread(port):\n",
575
- " while True:\n",
576
- " time.sleep(0.5)\n",
577
- " sock = socket.socket(socket.AF_INET, socket.SOCK_STREAM)\n",
578
- " result = sock.connect_ex(('127.0.0.1', port))\n",
579
- " if result == 0:\n",
580
- " break\n",
581
- " sock.close()\n",
582
- " from google.colab import output\n",
583
- " output.serve_kernel_port_as_iframe(port, height=1024)\n",
584
- " print(\"to open it in a window you can open this link here:\")\n",
585
- " output.serve_kernel_port_as_window(port)\n",
586
- "\n",
587
- "threading.Thread(target=iframe_thread, daemon=True, args=(8188,)).start()\n",
588
- "\n",
589
- "!python main.py --dont-print-server"
590
- ]
591
- }
592
- ],
593
- "metadata": {
594
- "accelerator": "GPU",
595
- "colab": {
596
- "provenance": []
597
- },
598
- "gpuClass": "standard",
599
- "kernelspec": {
600
- "display_name": "Python 3",
601
- "name": "python3"
602
- },
603
- "language_info": {
604
- "name": "python"
605
- }
606
- },
607
- "nbformat": 4,
608
- "nbformat_minor": 0
609
- }