Spaces:
Runtime error
Runtime error
File size: 20,271 Bytes
f62d860 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95 96 97 98 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387 388 389 390 391 392 393 394 395 396 397 398 399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 |
{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "SKi-oMBwhutR"
},
"source": [
"# AUTOMATIC1111 Stable Diffusion WebUI 1.5 + ChilloutMix Checkpoint\n",
"\n",
"For generating AI Onlyfans\n",
"\n",
"> [@nang](https://github.com/nathan-149) \n",
"> Based off of: [@wibus-wee](https://github.com/wibus-wee)\n",
"> Reference: [camenduru/stable-diffusion-webui-colab](https://github.com/camenduru/stable-diffusion-webui-colab)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "oL8eHMWfLzO7"
},
"outputs": [],
"source": [
"#@title 2. Check GPU & Dev Environment\n",
"\n",
"from IPython.display import display\n",
"import ipywidgets as widgets\n",
"import requests \n",
"\n",
"import os, subprocess\n",
"paperspace_m4000 = False\n",
"#@markdown Paperspace platform?\n",
"isPaperspace = False #@param {type:\"boolean\"}\n",
"try:\n",
" subprocess.run(['nvidia-smi', '--query-gpu=name', '--format=csv,noheader'], stdout=subprocess.PIPE)\n",
" if 'M4000' in subprocess.run(['nvidia-smi', '--query-gpu=name', '--format=csv,noheader'], stdout=subprocess.PIPE).stdout.decode('utf-8'):\n",
" print(\"WARNING: You're using Quadro M4000 GPU，xformers won't work。\")\n",
" paperspace_m4000 = True\n",
" isPaperspace = True\n",
" else:\n",
" print(\"Your GPU is suitable - \" + subprocess.run(['nvidia-smi', '--query-gpu=name', '--format=csv,noheader'], stdout=subprocess.PIPE).stdout.decode('utf-8') + \"。\")\n",
" print(\"Platform: Paperspace\" if isPaperspace else \"Platform: Colab\")\n",
"except:\n",
" print(\"No GPU appears to be available. Please check your runtime type\")\n",
" exit()\n",
"\n",
"rootDir = isPaperspace and '/tmp' or '/content'\n",
"stableDiffusionWebUIInstalled = os.path.exists(rootDir + '/stable-diffusion-webui')\n",
"%store rootDir\n",
"%store paperspace_m4000 \n",
"%store isPaperspace\n",
"%store stableDiffusionWebUIInstalled"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "SaAJk33ppFw1"
},
"outputs": [],
"source": [
"import requests\n",
"#@title 3. Install dependencies and extensions \n",
"\n",
"#@markdown ## **Extensions**\n",
"\n",
"#@markdown xformer\n",
"xformersInstall = True #@param {type:\"boolean\"}\n",
"#@markdown ControlNet\n",
"controlNetExtension = False #@param {type:\"boolean\"}\n",
"#@markdown OpenPose Editor\n",
"openPoseExtension = False #@param {type:\"boolean\"}\n",
"#@markdown Civitai Browser\n",
"civitaiBrowserExtension = False #@param {type:\"boolean\"}\n",
"#@markdown HuggingFace \n",
"huggingFaceExtension = False #@param {type:\"boolean\"}\n",
"#@markdown Images Browser \n",
"imagesBrowserExtension = False #@param {type:\"boolean\"}\n",
"#@markdown Additional Networks \n",
"additionalNetworksExtension = True #@param {type:\"boolean\"}\n",
"#@markdown Deforum \n",
"deforumExtension = False #@param {type:\"boolean\"}\n",
"#@markdown Kohya sd-scripts \n",
"kohyaExtension = False #@param {type:\"boolean\"}\n",
"#@markdown DreamBooth \n",
"dreamBoothExtension = False #@param {type:\"boolean\"}\n",
"\n",
"\n",
"#@markdown ---\n",
"#@markdown ## **Textual Inversion**\n",
"#@markdown Ulzzang-6500 (Korean doll aesthetic)\n",
"ulzzang6500 = True #@param {type:\"boolean\"}\n",
"#@markdown Pure Eros Face\n",
"pureErosFace = True #@param {type:\"boolean\"}\n",
"\n",
"#@markdown ---\n",
"\n",
"#@markdown ## **Startup Options**\n",
"\n",
"#@markdown API Support\n",
"apiSupport = True #@param {type:\"boolean\"}\n",
"\n",
"textualInversionDownloadIDs = {\n",
" 'ulzzang6500': 8109,\n",
" 'pureErosFace': 4514,\n",
"}\n",
"\n",
"def getLatestModelDownloadURL(id):\n",
" try:\n",
" if type(id) == int:\n",
" res = requests.get(endpoint + '/' + str(id)).json()\n",
" latest = res['modelVersions'][0]\n",
" downloadLink = latest['files'][0]['downloadUrl']\n",
" name = latest['files'][0]['name']\n",
" return {\n",
" 'url': downloadLink,\n",
" 'name': name\n",
" }\n",
" else:\n",
" return {\n",
" 'url': id,\n",
" 'name': id.split('/')[-1]\n",
" }\n",
" except:\n",
" print(\"Lora model \" + str(id) + \" not found. Skip.\")\n",
" return None\n",
"\n",
"def getSpecificModelDownloadURL(id, version):\n",
" try:\n",
" if type(id) == int:\n",
" res = requests.get(endpoint + '/' + str(id)).json()\n",
" for modelVersion in res['modelVersions']:\n",
" if modelVersion['name'] == version:\n",
" # if modelVersion[\"baseModel\"] != \"SD 1.5\":\n",
" # print(\"Lora model \" + str(id) + \" is not SD 1.5, may not work. Skip.\")\n",
" # return None\n",
" downloadLink = modelVersion['files'][0]['downloadUrl']\n",
" name = modelVersion['files'][0]['name']\n",
" return {\n",
" 'url': downloadLink,\n",
" 'name': name\n",
" }\n",
" else:\n",
" return {\n",
" 'url': id,\n",
" 'name': id.split('/')[-1]\n",
" }\n",
" except:\n",
" print(\"Lora model \" + str(id) + \" version \" + version + \" not found. Skip.\")\n",
" return None\n",
"\n",
"def getTextualInversionDownloadURLs():\n",
" downloadURLs = []\n",
" for key in textualInversionDownloadIDs:\n",
" if not eval(key): # skip if not selected\n",
" continue\n",
" if type(textualInversionDownloadIDs[key]) is int:\n",
" downloadURLs.append(getLatestModelDownloadURL(textualInversionDownloadIDs[key]))\n",
" elif type(textualInversionDownloadIDs[key]) is dict: # {'id': 123, 'version': 'v1.0'}\n",
" downloadURLs.append(getSpecificModelDownloadURL(textualInversionDownloadIDs[key]['id'], textualInversionDownloadIDs[key]['version']))\n",
" elif type(textualInversionDownloadIDs[key]) is str: # url\n",
" downloadURLs.append({ 'url': textualInversionDownloadIDs[key], 'name': textualInversionDownloadIDs[key].split('/')[-1] })\n",
" downloadURLs = [x for x in downloadURLs if x is not None]\n",
" return downloadURLs\n",
" \n",
"textualInversionDownloadURLs = getTextualInversionDownloadURLs()\n",
"\n",
"%store -r paperspace_m4000 \n",
"%store -r isPaperspace\n",
"%store -r rootDir \n",
"%store -r checkpoints\n",
"%store -r downloadLinks\n",
"%store -r stableDiffusionWebUIInstalled\n",
"\n",
"import subprocess\n",
"\n",
"!apt-get -y install -qq aria2\n",
"ariaInstalled = False\n",
"\n",
"try:\n",
" subprocess.run(['aria2c', '--version'], stdout=subprocess.PIPE)\n",
" ariaInstalled = True\n",
"except:\n",
" pass\n",
"\n",
"if paperspace_m4000:\n",
" if xformersInstall:\n",
" !pip install ninja\n",
" !pip install -v -U git+https://github.com/facebookresearch/xformers.git@main#egg=xformers\n",
" !pip install -q --pre triton\n",
"else:\n",
" !pip install -q https://github.com/camenduru/stable-diffusion-webui-colab/releases/download/0.0.16/xformers-0.0.16+814314d.d20230118-cp38-cp38-linux_x86_64.whl\n",
" !pip install -q --pre triton\n",
" \n",
"\n",
"!git clone -b v2.0 https://github.com/nathan-149/stable-diffusion-webui {rootDir}/stable-diffusion-webui\n",
"!wget https://raw.githubusercontent.com/nathan-149/stable-diffusion-webui-scripts/main/run_n_times.py -O {rootDir}/stable-diffusion-webui/scripts/run_n_times.py\n",
"if deforumExtension:\n",
" !git clone https://github.com/deforum-art/deforum-for-automatic1111-webui {rootDir}/stable-diffusion-webui/extensions/deforum-for-automatic1111-webui\n",
"if imagesBrowserExtension:\n",
" !git clone https://github.com/AlUlkesh/stable-diffusion-webui-images-browser {rootDir}/stable-diffusion-webui/extensions/stable-diffusion-webui-images-browser\n",
"if huggingFaceExtension:\n",
" !git clone https://github.com/camenduru/stable-diffusion-webui-huggingface {rootDir}/stable-diffusion-webui/extensions/stable-diffusion-webui-huggingface\n",
"if civitaiBrowserExtension:\n",
" !git clone -b v2.0 https://github.com/camenduru/sd-civitai-browser {rootDir}/stable-diffusion-webui/extensions/sd-civitai-browser\n",
"if openPoseExtension:\n",
" !git clone https://github.com/camenduru/openpose-editor {rootDir}/stable-diffusion-webui/extensions/openpose-editor\n",
"if controlNetExtension:\n",
" !git clone https://github.com/Mikubill/sd-webui-controlnet {rootDir}/stable-diffusion-webui/extensions/sd-webui-controlnet\n",
"if additionalNetworksExtension:\n",
" !git clone https://github.com/kohya-ss/sd-webui-additional-networks {rootDir}/stable-diffusion-webui/extensions/sd-webui-additional-networks\n",
"if kohyaExtension:\n",
" !git clone https://github.com/ddpn08/kohya-sd-scripts-webui.git {rootDir}/stable-diffusion-webui/extensions/kohya-sd-scripts-webui\n",
"if dreamBoothExtension:\n",
" !git clone https://github.com/d8ahazard/sd_dreambooth_extension {rootDir}/stable-diffusion-webui/extensions/sd_dreambooth_extension\n",
"\n",
"if isPaperspace:\n",
" %cd /stable-diffusion-webui\n",
"else:\n",
" %cd {rootDir}/stable-diffusion-webui\n",
"\n",
"\n",
"webuiControlNetModels = [\n",
" \"https://huggingface.co./webui/ControlNet-modules-safetensors/resolve/main/control_canny-fp16.safetensors\",\n",
" \"https://huggingface.co./webui/ControlNet-modules-safetensors/resolve/main/control_depth-fp16.safetensors\",\n",
" \"https://huggingface.co./webui/ControlNet-modules-safetensors/resolve/main/control_hed-fp16.safetensors\",\n",
" \"https://huggingface.co./webui/ControlNet-modules-safetensors/resolve/main/control_mlsd-fp16.safetensors\",\n",
" \"https://huggingface.co./webui/ControlNet-modules-safetensors/resolve/main/control_normal-fp16.safetensors\",\n",
" \"https://huggingface.co./webui/ControlNet-modules-safetensors/resolve/main/control_openpose-fp16.safetensors\",\n",
" \"https://huggingface.co./webui/ControlNet-modules-safetensors/resolve/main/control_scribble-fp16.safetensors\",\n",
" \"https://huggingface.co./webui/ControlNet-modules-safetensors/resolve/main/control_seg-fp16.safetensors\",\n",
"]\n",
"annotatorLink = [\n",
" \"https://huggingface.co./ckpt/ControlNet/resolve/main/hand_pose_model.pth\",\n",
" \"https://huggingface.co./ckpt/ControlNet/resolve/main/body_pose_model.pth\",\n",
" \"https://huggingface.co./ckpt/ControlNet/resolve/main/dpt_hybrid-midas-501f0c75.pt\",\n",
" \"https://huggingface.co./ckpt/ControlNet/resolve/main/mlsd_large_512_fp32.pth\",\n",
" \"https://huggingface.co./ckpt/ControlNet/resolve/main/mlsd_tiny_512_fp32.pth\",\n",
" \"https://huggingface.co./ckpt/ControlNet/resolve/main/network-bsds500.pth\",\n",
" \"https://huggingface.co./ckpt/ControlNet/resolve/main/upernet_global_small.pth\",\n",
"]\n",
"\n",
"def ariaDownload(downloadLink, checkpoint, path):\n",
" if (type(downloadLink) == list and type(checkpoint) == list):\n",
" for i in downloadLink:\n",
" !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {i} -d {path} -o {checkpoint[downloadLink.index(i)]}\n",
" else:\n",
" !aria2c --console-log-level=error -c -x 16 -s 16 -k 1M {downloadLink} -d {path} -o {checkpoint}\n",
"def wgetDownload(downloadLink, checkpoint, path):\n",
" if (type(downloadLink) == list and type(checkpoint) == list):\n",
" for i in downloadLink:\n",
" !wget -c {i} -P {path} -O {checkpoint[downloadLink.index(i)]}\n",
" else:\n",
" !wget -c {downloadLink} -P {path} -O {checkpoint}\n",
"def autoDetectDownload(downloadLink, checkpoint, path):\n",
" if ariaInstalled:\n",
" ariaDownload(downloadLink, checkpoint, path)\n",
" else:\n",
" wgetDownload(downloadLink, checkpoint, path)\n",
"\n",
"if controlNetExtension:\n",
" for model in webuiControlNetModels:\n",
" autoDetectDownload(model, model.split('/')[-1], rootDir + \"/stable-diffusion-webui/extensions/sd-webui-controlnet/models\")\n",
" for model in annotatorLink:\n",
" autoDetectDownload(model, model.split('/')[-1], rootDir + \"/stable-diffusion-webui/extensions/sd-webui-controlnet/annotator\")\n",
"for model in textualInversionDownloadURLs:\n",
" autoDetectDownload(model[\"url\"], model[\"name\"], rootDir + \"/stable-diffusion-webui/embeddings\")\n",
"\n",
"if additionalNetworksExtension:\n",
" !ln -s {rootDir}/stable-diffusion-webui/extensions/sd-webui-additional-networks/models/lora {rootDir}/stable-diffusion-webui/models/Lora\n",
"\n",
"\n",
"stableDiffusionWebUIInstalled = True\n",
"%store stableDiffusionWebUIInstalled\n",
"\n",
"%cd {rootDir}/stable-diffusion-webui\n",
"!sed -i -e '''/prepare_environment()/a\\ os.system\\(f\\\"\"\"sed -i -e ''\\\"s/self.logvar\\\\[t\\\\]/self.logvar\\\\[t.item()\\\\]/g\\\"'' {rootDir}/stable-diffusion-webui/repositories/stable-diffusion-stability-ai/ldm/models/diffusion/ddpm.py\"\"\")''' {rootDir}/stable-diffusion-webui/launch.py\n",
"!sed -i -e '''/prepare_environment()/a\\ os.system\\(f\\\"\"\"sed -i -e ''\\\"s/dict()))/dict())).cuda()/g\\\"'' {rootDir}/stable-diffusion-webui/repositories/stable-diffusion-stability-ai/ldm/util.py\"\"\")''' {rootDir}/stable-diffusion-webui/launch.py\n",
"if dreamBoothExtension:\n",
" !export REQS_FILE=\"./extensions/sd_dreambooth_extension/requirements.txt\"\n",
"\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "ht3hxbzPFL3G"
},
"outputs": [],
"source": [
"#@title Download Chilloutmix Checkpoint\n",
"\n",
"checkpoint = 'chilloutmix.safetensors' #@param [\"chilloutmix.safetensors\"]\n",
"\n",
"downloadLink = 'https://civitai.com/api/download/models/11745' #@param \n",
"\n",
"\n",
"!wget -c {downloadLink} -O /content/stable-diffusion-webui/models/Stable-diffusion/{checkpoint}\n",
"!aria2c --console-log-level=error -c -x 16 -s 16 -k 1M https://huggingface.co./ckpt/sd14/resolve/main/sd-v1-4.ckpt -d /content/stable-diffusion-webui/models/Stable-diffusion -o sd-v1-4.ckpt\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "D7tw6cMcMOba"
},
"outputs": [],
"source": [
"#@title Download Loras\n",
"\n",
"loraLinks = dict((\n",
" ('koreanDollLikeness_v15.safetensors', 'https://civitai.com/api/download/models/31284'),\n",
" ('xswltry1.safetensors', 'https://civitai.com/api/download/models/29131'),\n",
" ('liyuuLora_liyuuV1.safetensors', 'https://civitai.com/models/9997/liyuu-lora'),\n",
" ('aiBeautyIthlinni_ithlinniV1.safetensors', 'https://civitai.com/api/download/models/19671'),\n",
" ('Cute_girl_mix4.safetensors', 'https://civitai.com/api/download/models/16677'),\n",
" ('breastinclassBetter_v141.safetensors', 'https://civitai.com/api/download/models/23250'),\n",
" ('chilloutmixss_xss10.safetensors', 'https://huggingface.co./HankChang/chilloutmixss_xss10/resolve/main/chilloutmixss_xss10.safetensors'),\n",
" ('moxin.safetensors', 'https://civitai.com/api/download/models/14856'),\n",
" ('legspread10.safetensors', 'https://civitai.com/api/download/models/29760'),\n",
" ('taiwan.safetensors', 'https://civitai.com/api/download/models/20684')\n",
"))\n",
"\n",
"\n",
"for lora, link in loraLinks.items():\n",
" print('\\nKey: %s' % lora)\n",
" print('Value: %s' % link)\n",
" !wget -c {link} -O /content/stable-diffusion-webui/models/Lora/{lora}\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "pddH4PXZB-fZ"
},
"outputs": [],
"source": [
"#@title Run UI!\n",
"%pip install torch==1.13.1+cu117 torchvision==0.14.1+cu117 torchtext==0.14.1 torchaudio==0.13.1 torchdata==0.5.1 --extra-index-url https://download.pytorch.org/whl/cu117\n",
"!cd /content/stable-diffusion-webui/ && python launch.py --enable-insecure-extension-access --share"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "W0k4xg3rLzO8"
},
"outputs": [],
"source": [
"#@title 5. Export Photos to /export\n",
"%store -r rootDir \n",
"\n",
"from pathlib import Path\n",
"import os, subprocess\n",
"\n",
"export_storage_dir = Path(rootDir, 'export')\n",
"export_storage_dir.mkdir(exist_ok=True)\n",
"\n",
"!if [ $(dpkg-query -W -f='${Status}' p7zip-full 2>/dev/null | grep -c \"ok installed\") = 0 ]; then sudo apt update && sudo apt install -y p7zip-full; fi # install 7z if it isn't already installed\n",
"from datetime import datetime\n",
"datetime_str = datetime.now().strftime('%m-%d-%Y_%H-%M-%S')\n",
"%cd \"{export_storage_dir}\"\n",
"!mkdir -p \"{datetime_str}/log\"\n",
"!cd \"{rootDir}/stable-diffusion-webui/log\" && mv * \"{export_storage_dir / datetime_str / 'log'}\"\n",
"!cd \"{rootDir}/stable-diffusion-webui/outputs\" && mv * \"{export_storage_dir / datetime_str}\"\n",
"s = subprocess.run(f'find \"{Path(export_storage_dir, datetime_str)}\" -type d -name .ipynb_checkpoints -exec rm -rv {{}} +', shell=True)\n",
"!7z a -t7z -m0=lzma2 -mx=9 -mfb=64 -md=32m -ms=on \"{datetime_str}.7z\" \"{export_storage_dir / datetime_str}\""
]
}
],
"metadata": {
"accelerator": "GPU",
"colab": {
"machine_shape": "hm",
"private_outputs": true,
"provenance": []
},
"gpuClass": "premium",
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.9.6"
},
"vscode": {
"interpreter": {
"hash": "31f2aee4e71d21fbe5cf8b01ff0e069b9275f58929596ceb00d14d90e3e16cd6"
}
}
},
"nbformat": 4,
"nbformat_minor": 0
} |