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{
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "47kV9o1Ni8GH"
},
"source": [
"# **Colab From https://github.com/TheLastBen/fast-stable-diffusion, if you face any issues, feel free to discuss them.** [Support](https://ko-fi.com/thelastben)\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"\n",
"\n"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"id": "Y9EBc437WDOs"
},
"outputs": [],
"source": [
"from google.colab import drive\n",
"drive.mount('/content/gdrive')"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {
"cellView": "form",
"id": "CFWtw-6EPrKi"
},
"outputs": [],
"source": [
"#@markdown # Install AUTOMATIC1111 repo\n",
"from IPython.utils import capture\n",
"from IPython.display import clear_output\n",
"from subprocess import getoutput\n",
"from google.colab import runtime\n",
"from IPython.display import display_markdown\n",
"import time\n",
"\n",
"\n",
"with capture.capture_output() as cap:\n",
" fgitclone = \"git clone --depth 1\" \n",
" %cd /content/gdrive/MyDrive/\n",
" %mkdir sd\n",
" %cd sd\n",
" !$fgitclone https://github.com/Stability-AI/stablediffusion\n",
" !$fgitclone https://github.com/AUTOMATIC1111/stable-diffusion-webui\n",
" %cd /content/gdrive/MyDrive/sd/stable-diffusion-webui/\n",
" !mkdir -p cache/{huggingface,torch}\n",
" %cd /content/\n",
" !ln -s /content/gdrive/MyDrive/sd/stable-diffusion-webui/cache/huggingface ../root/.cache/\n",
" !ln -s /content/gdrive/MyDrive/sd/stable-diffusion-webui/cache/torch ../root/.cache/\n",
"\n",
"Update_repo = True\n",
"if Update_repo:\n",
" with capture.capture_output() as cap:\n",
" !rm /content/gdrive/MyDrive/sd/stable-diffusion-webui/webui.sh\n",
" !rm /content/gdrive/MyDrive/sd/stable-diffusion-webui/modules/paths.py\n",
" !rm /content/gdrive/MyDrive/sd/stable-diffusion-webui/webui.py\n",
" !rm /content/gdrive/MyDrive/sd/stable-diffusion-webui/modules/ui.py\n",
" !rm /content/gdrive/MyDrive/sd/stable-diffusion-webui/style.css\n",
" !rm /content/gdrive/MyDrive/sd/stable-diffusion-webui/modules/shared.py\n",
" %cd /content/gdrive/MyDrive/sd/stable-diffusion-webui/\n",
" print('\u001b[1;32m')\n",
" !git pull\n",
" clear_output()\n",
" print('\u001b[1;32mDONE !')"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"cellView": "form",
"id": "ZGV_5H4xrOSp"
},
"outputs": [],
"source": [
"#@markdown # Requirements\n",
"\n",
"import os\n",
"import time\n",
"from IPython.utils import capture\n",
"from subprocess import getoutput\n",
"from IPython.display import clear_output\n",
"from re import search\n",
"\n",
"print('\u001b[1;32mInstalling requirements...')\n",
"with capture.capture_output() as cap:\n",
" \n",
" if not os.path.exists('/content/gdrive/MyDrive/sd/stablediffusion/src/k-diffusion/k_diffusion'):\n",
" !mkdir /content/gdrive/MyDrive/sd/stablediffusion/src\n",
" %cd /content/gdrive/MyDrive/sd/stablediffusion/src\n",
" !$fgitclone https://github.com/CompVis/taming-transformers\n",
" !$fgitclone https://github.com/openai/CLIP\n",
" !$fgitclone https://github.com/salesforce/BLIP\n",
" !$fgitclone https://github.com/sczhou/CodeFormer\n",
" !$fgitclone https://github.com/crowsonkb/k-diffusion\n",
" !mv /content/gdrive/MyDrive/sd/stablediffusion/src/CLIP /content/gdrive/MyDrive/sd/stablediffusion/src/clip\n",
" !mv /content/gdrive/MyDrive/sd/stablediffusion/src/BLIP /content/gdrive/MyDrive/sd/stablediffusion/src/blip\n",
" !mv /content/gdrive/MyDrive/sd/stablediffusion/src/CodeFormer /content/gdrive/MyDrive/sd/stablediffusion/src/codeformer\n",
" !cp -r /content/gdrive/MyDrive/sd/stablediffusion/src/k-diffusion/k_diffusion /content/gdrive/MyDrive/sd/stable-diffusion-webui/\n",
"\n",
" %cd /content/\n",
" for i in range(1,6):\n",
" !wget -q \"https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dependencies/Dependencies.{i}\"\n",
" !mv \"Dependencies.{i}\" \"Dependencies.7z.00{i}\"\n",
" !7z x -y Dependencies.7z.001\n",
" time.sleep(2)\n",
" !cp -r /content/usr/local/lib/python3.8/dist-packages /usr/local/lib/python3.8/\n",
" !rm -r /content/usr\n",
" for i in range(1,6):\n",
" !rm \"Dependencies.7z.00{i}\"\n",
" !pip install -q transformers==4.19.2\n",
" s = getoutput('nvidia-smi')\n",
" if \"A100\" in s:\n",
" !wget https://github.com/TheLastBen/fast-stable-diffusion/raw/main/precompiled/A100/A100\n",
" !rm -r /usr/local/lib/python3.8/dist-packages/xformers\n",
" %cd /usr/local/lib/python3.8/dist-packages/\n",
" !7z x -y /content/A100\n",
" !rm /content/A100\n",
"\n",
" %cd /content/gdrive/MyDrive/sd/stable-diffusion-webui/modules\n",
" !wget -O paths.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/paths.py\n",
"\n",
" if os.path.exists(\"/content/gdrive/MyDrive/sd/stablediffusion/repositories/midas/midas/backbones\"):\n",
" !rm -r /content/gdrive/MyDrive/sd/stablediffusion/repositories/midas\n",
" if not os.path.exists(\"/content/gdrive/MyDrive/sd/stablediffusion/repositories/midas\"):\n",
" %cd /content/gdrive/MyDrive/sd/stablediffusion\n",
" !mkdir repositories\n",
" %cd repositories\n",
" !git clone https://github.com/isl-org/MiDaS.git midas\n",
" %cd midas\n",
" !git checkout -f b845b78\n",
"\n",
" if not os.path.exists('/content/gdrive/MyDrive/sd/stablediffusion/repositories/BoostingMonocularDepth'):\n",
" %cd /content/gdrive/MyDrive/sd/stablediffusion/repositories\n",
" !git clone https://github.com/compphoto/BoostingMonocularDepth.git\n",
" %cd /content\n",
"\n",
"base = '/content/gdrive/MyDrive/sd/stable-diffusion'\n",
"dirs = [base, f'{base}/src/taming-transformers', f'{base}/src/clip',\n",
" f'{base}/src/GFPGAN', f'{base}/src/blip', f'{base}/src/codeformer',\n",
" f'{base}/src/realesrgan', f'{base}/src/k-diffusion', f'{base}/src/ldm']\n",
"for d in dirs:\n",
" !rm -rf {d + '/.git'}\n",
"clear_output()\n",
"print('\u001b[1;32mDone, proceed')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"cellView": "form",
"id": "p4wj_txjP3TC"
},
"outputs": [],
"source": [
"import os\n",
"from IPython.display import clear_output\n",
"import time\n",
"\n",
"#@markdown # Model Download/Load\n",
"Model_Version = \"1.5\" #@param [ \"1.5\", \"V2.1-512px\", \"V2.1-768px\"]\n",
"\n",
"RunwayML_Inpainting_Model = False #@param {type:\"boolean\"}\n",
"\n",
"token = \"\" #@param {type:\"string\"}\n",
"\n",
"Redownload_the_original_model = False #@param {type:\"boolean\"}\n",
"\n",
"if Redownload_the_original_model:\n",
" if os.path.exists('/content/mainmodel.ckpt'):\n",
" !rm /content/mainmodel.ckpt\n",
" %cd /content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion\n",
" !wget -q -O model.ckpt https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/precompiled/README.md\n",
" !mv /content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/model.ckpt /content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/trashfile.f \n",
" time.sleep(2)\n",
" !rm /content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/trashfile.f\n",
" time.sleep(2)\n",
" clear_output()\n",
"\n",
"#@markdown Or\n",
"Path_to_MODEL = \"\" #@param {type:\"string\"}\n",
"#@markdown - Insert the full path of your trained model or to a folder containing multiple models.\n",
"\n",
"#@markdown Or\n",
"MODEL_LINK = \"\" #@param {type:\"string\"}\n",
"safetensors = False #@param {type:\"boolean\"}\n",
"#@markdown - A direct link to a Model or a shared gdrive link.\n",
"\n",
"def newmdl(token):\n",
"\n",
" if not os.path.exists('/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/model.ckpt'):\n",
" if token==\"\":\n",
" token=input(\"Insert your huggingface token :\")\n",
" %cd /content/\n",
" clear_output()\n",
" !git init\n",
" !git lfs install --system --skip-repo\n",
" !$fgitclone --branch fp16 \"https://USER:{token}@huggingface.co/runwayml/stable-diffusion-v1-5\"\n",
" if os.path.exists('/content/stable-diffusion-v1-5'):\n",
" !$fgitclone \"https://USER:{token}@huggingface.co/stabilityai/sd-vae-ft-mse\"\n",
" !rm -r /content/stable-diffusion-v1-5/vae\n",
" !mv /content/sd-vae-ft-mse /content/stable-diffusion-v1-5/vae \n",
" !wget -O convertosd.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertosd.py\n",
" !sed -i '201s@.*@ model_path = \"/content/stable-diffusion-v1-5\"@' /content/convertosd.py\n",
" !sed -i '202s@.*@ checkpoint_path= \"/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/model.ckpt\"@' /content/convertosd.py\n",
" clear_output() \n",
" !python /content/convertosd.py \n",
" if os.path.exists('/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/model.ckpt'):\n",
" model='/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/model.ckpt'\n",
" clear_output()\n",
" print('\u001b[1;32mDONE !')\n",
" else:\n",
" print('\u001b[1;31mSomething went wrong, try again')\n",
" else:\n",
" print('\u001b[1;31mMake sure you accept the terms at https://huggingface.co/runwayml/stable-diffusion-v1-5')\n",
"\n",
" else:\n",
" model='/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/model.ckpt'\n",
" clear_output()\n",
" print('\u001b[1;32mModel already exists, check the box \"Redownload_the_original_model\" to redownload/download the V1.5')\n",
"\n",
" if os.path.exists('/content/.git'):\n",
" !rm -r /content/.git\n",
"\n",
" if os.path.exists('/content/stable-diffusion-v1-5'):\n",
" !rm -r /content/stable-diffusion-v1-5\n",
"\n",
"\n",
"def V2(token):\n",
"\n",
" if not os.path.exists('/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/model.ckpt'):\n",
" %cd /content/\n",
" clear_output()\n",
" !mkdir \"/content/stable-diffusion-V2\"\n",
" %cd \"/content/stable-diffusion-V2\"\n",
" !git init\n",
" !git lfs install --system --skip-repo\n",
" if Model_Version == \"V2.1-768px\":\n",
" !git remote add -f origin \"https://USER:{token}@huggingface.co/stabilityai/stable-diffusion-2-1\"\n",
" elif Model_Version == \"V2.1-512px\":\n",
" !git remote add -f origin \"https://USER:{token}@huggingface.co/stabilityai/stable-diffusion-2-1-base\" \n",
" !git config core.sparsecheckout true\n",
" !echo -e \"scheduler\\ntext_encoder\\ntokenizer\\nunet\\nvae\\nfeature_extractor\\nmodel_index.json\\n!*.safetensors\" > .git/info/sparse-checkout\n",
" !git pull origin fp16\n",
" %cd /content\n",
" !wget -O convertosdv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertosdv2.py\n",
" clear_output()\n",
" !python /content/convertosdv2.py --fp16 /content/stable-diffusion-V2 /content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/model.ckpt\n",
" if os.path.exists('/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/model.ckpt'):\n",
" model='/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/model.ckpt'\n",
" clear_output()\n",
" print('\u001b[1;32mDONE !')\n",
" else:\n",
" print('\u001b[1;31mSomething went wrong, try again')\n",
"\n",
" else:\n",
" model='/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/model.ckpt'\n",
" clear_output()\n",
" print('\u001b[1;32mModel already exists, check the box \"Redownload_the_original_model\" to redownload/download the V2.')\n",
"\n",
" if os.path.exists('/content/.git'):\n",
" !rm -r /content/.git\n",
" !rm -r /content/convertosdv2.py\n",
" if os.path.exists('/content/stable-diffusion-V2'):\n",
" !rm -r /content/stable-diffusion-V2\n",
"\n",
"def inpmdl(token):\n",
"\n",
" if not os.path.exists('/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/sd-v1-5-inpainting.ckpt'):\n",
" if token==\"\":\n",
" token=input(\"Insert your huggingface token :\")\n",
" %cd /content/\n",
" clear_output()\n",
" !git init\n",
" !git lfs install --system --skip-repo\n",
" !$fgitclone --branch fp16 \"https://USER:{token}@huggingface.co/runwayml/stable-diffusion-inpainting\"\n",
" if os.path.exists('/content/stable-diffusion-inpainting'):\n",
" !$fgitclone \"https://USER:{token}@huggingface.co/stabilityai/sd-vae-ft-mse\"\n",
" !rm -r /content/stable-diffusion-inpainting/vae\n",
" !mv /content/sd-vae-ft-mse /content/stable-diffusion-inpainting/vae \n",
" !wget -O convertosd.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertosd.py\n",
" !sed -i '201s@.*@ model_path = \"/content/stable-diffusion-inpainting\"@' /content/convertosd.py\n",
" !sed -i '202s@.*@ checkpoint_path= \"/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/sd-v1-5-inpainting.ckpt\"@' /content/convertosd.py\n",
" clear_output() \n",
" !python /content/convertosd.py \n",
" if os.path.exists('/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/sd-v1-5-inpainting.ckpt'):\n",
" clear_output()\n",
" print('\u001b[1;32mDONE !')\n",
" else:\n",
" print('\u001b[1;31mSomething went wrong, try again')\n",
" else:\n",
" print('\u001b[1;31mMake sure you have accepted the terms at https://huggingface.co/runwayml/stable-diffusion-inpainting')\n",
"\n",
" else:\n",
" clear_output()\n",
" print('\u001b[1;32mModel already exists.')\n",
"\n",
" if os.path.exists('/content/.git'):\n",
" !rm -r /content/.git\n",
"\n",
" if os.path.exists('/content/stable-diffusion-inpainting'):\n",
" !rm -r /content/stable-diffusion-inpainting \n",
"\n",
"\n",
"if (Path_to_MODEL !=''):\n",
" if os.path.exists(str(Path_to_MODEL)):\n",
" print('\u001b[1;32mUsing the trained model.')\n",
" else:\n",
" while not os.path.exists(str(Path_to_MODEL)):\n",
" print('\u001b[1;31mWrong path, use the colab file explorer to copy the path : ')\n",
" Path_to_MODEL=input()\n",
" if os.path.exists(str(Path_to_MODEL)):\n",
" print('\u001b[1;32mUsing the trained model.')\n",
"\n",
" model=Path_to_MODEL\n",
"\n",
"elif MODEL_LINK != \"\":\n",
" %cd /content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion\n",
" clear_output()\n",
" if not safetensors:\n",
" modelname=\"model.ckpt\"\n",
" else:\n",
" modelname=\"model.safetensors\"\n",
" !gdown --fuzzy -O $modelname $MODEL_LINK\n",
" if os.path.exists(f'/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/{modelname}'):\n",
" if os.path.getsize(f'/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/{modelname}') > 1810671599:\n",
" model=f'/content/gdrive/MyDrive/sd/stable-diffusion-webui/models/Stable-diffusion/{modelname}'\n",
" clear_output()\n",
" print('\u001b[1;32mModel downloaded, using the trained model.')\n",
" else:\n",
" print('\u001b[1;31mWrong link, check that the link is valid')\n",
" else:\n",
" print('\u001b[1;31mWrong link, check that the link is valid')\n",
"\n",
"\n",
"elif Model_Version==\"1.5\":\n",
" newmdl(token)\n",
"\n",
"elif Model_Version==\"V2.1-512px\" or Model_Version==\"V2.1-768px\":\n",
" V2(token)\n",
"\n",
"if RunwayML_Inpainting_Model:\n",
" inpmdl(token)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {
"cellView": "form",
"id": "PjzwxTkPSPHf"
},
"outputs": [],
"source": [
"#@markdown # Start stable-diffusion\n",
"from IPython.utils import capture\n",
"import time\n",
"import sys\n",
"import fileinput\n",
"\n",
"Model_Version = \"1.5\" #@param [\"1.5\", \"V2.1-512\", \"V2.1-768\"]\n",
"#@markdown - Important! Choose the correct version and resolution of the model\n",
"\n",
"Use_Gradio_Server = True #@param {type:\"boolean\"}\n",
"#@markdown - Only if you have trouble connecting to the local server\n",
"\n",
"Large_Model= False #@param {type:\"boolean\"}\n",
"#@markdown - Check if you have trouble loading a model 7GB+\n",
"\n",
"Enable_API = False\n",
"\n",
" \n",
"with capture.capture_output() as cap: \n",
" if not os.path.exists('/tools/node/bin/lt'):\n",
" !npm install -g localtunnel\n",
"\n",
"with capture.capture_output() as cap: \n",
" %cd /content/gdrive/MyDrive/sd/stable-diffusion-webui/ \n",
" !wget -O webui.py https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-webui/master/webui.py\n",
" !sed -i 's@ui.create_ui().*@ui.create_ui();shared.demo.queue(concurrency_count=999999,status_update_rate=0.1)@' /content/gdrive/MyDrive/sd/stable-diffusion-webui/webui.py\n",
" %cd /content/gdrive/MyDrive/sd/stable-diffusion-webui/modules/\n",
" !wget -O shared.py https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-webui/master/modules/shared.py\n",
" !wget -O ui.py https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-webui/master/modules/ui.py\n",
" !sed -i 's@css = \"\".*@with open(os.path.join(script_path, \"style.css\"), \"r\", encoding=\"utf8\") as file:\\n css = file.read()@' /content/gdrive/MyDrive/sd/stable-diffusion-webui/modules/ui.py\n",
" %cd /content/gdrive/MyDrive/sd/stable-diffusion-webui\n",
" !wget -O style.css https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-webui/master/style.css\n",
" !sed -i 's@min-height: 4.*@min-height: 5.5em;@g' /content/gdrive/MyDrive/sd/stable-diffusion-webui/style.css\n",
" !sed -i \"s@'extensions/depthmap2mask/scripts/depthmap_for_depth2img.py'@\\\"/content/gdrive/MyDrive/sd/stable-diffusion-webui/extensions/depthmap2mask/scripts/depthmap_for_depth2img.py\\\"@\" /content/gdrive/MyDrive/sd/stable-diffusion-webui/extensions/depthmap2mask/scripts/depth2image_depthmask.py\n",
" !sed -i '34s@.*@sys.path.append(\"/content/gdrive/MyDrive/sd/stablediffusion/repositories/midas\")@' /content/gdrive/MyDrive/sd/stable-diffusion-webui/extensions/stable-diffusion-webui-depthmap-script/scripts/depthmap.py\n",
" !sed -i '35s@.*@sys.path.append(\"/content/gdrive/MyDrive/sd/stablediffusion/repositories/BoostingMonocularDepth\")@' /content/gdrive/MyDrive/sd/stable-diffusion-webui/extensions/stable-diffusion-webui-depthmap-script/scripts/depthmap.py\n",
" !sed -i 's@\"multiple_tqdm\": true,@\\\"multiple_tqdm\": false,@' /content/gdrive/MyDrive/sd/stable-diffusion-webui/config.json\n",
" !sed -i '902s@.*@ self.logvar = self.logvar.to(self.device)@' /content/gdrive/MyDrive/sd/stablediffusion/ldm/models/diffusion/ddpm.py\n",
" if os.path.exists(\"/content/gdrive/MyDrive/sd/stable-diffusion-webui/extensions/openOutpaint-webUI-extension\"):\n",
" %cd /content/gdrive/MyDrive/sd/stable-diffusion-webui/extensions/openOutpaint-webUI-extension/scripts\n",
" !wget -O main.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/outpaint/main.py\n",
" %cd /content\n",
"\n",
" if os.path.exists('/content/gdrive/MyDrive/sd/stable-diffusion-webui/extensions/deforum-for-automatic1111-webui/scripts/deforum_helpers/src/infer.py'):\n",
" %cd /content/gdrive/MyDrive/sd/stable-diffusion-webui/extensions/deforum-for-automatic1111-webui/scripts/deforum_helpers\n",
" !wget -O animation.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/deforum/animation.py\n",
" !wget -O depth.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/deforum/depth.py\n",
" %cd /content/gdrive/MyDrive/sd/stable-diffusion-webui/extensions/deforum-for-automatic1111-webui/scripts/deforum_helpers/src\n",
" !wget -O infer.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/deforum/infer.py\n",
" !sed -i 's@import deforum_helpers.args@import scripts.deforum_helpers.args@' /content/gdrive/MyDrive/sd/stable-diffusion-webui/extensions/deforum-for-automatic1111-webui/scripts/deforum.py\n",
" !sed -i 's@import deforum_helpers.settings@import scripts.deforum_helpers.settings@' /content/gdrive/MyDrive/sd/stable-diffusion-webui/extensions/deforum-for-automatic1111-webui/scripts/deforum.py\n",
" !sed -i 's@from deforum_helpers.render@from scripts.deforum_helpers.render@' /content/gdrive/MyDrive/sd/stable-diffusion-webui/extensions/deforum-for-automatic1111-webui/scripts/deforum.py\n",
" !sed -i 's@from deforum_helpers.settings@from scripts.deforum_helpers.settings@' /content/gdrive/MyDrive/sd/stable-diffusion-webui/extensions/deforum-for-automatic1111-webui/scripts/deforum_helpers/args.py\n",
"\n",
" if Large_Model:\n",
" !sed -i 's@cmd_opts.lowram else \\\"cpu\\\"@cmd_opts.lowram else \\\"cuda\\\"@' /content/gdrive/MyDrive/sd/stable-diffusion-webui/modules/shared.py\n",
" else:\n",
" !sed -i 's@cmd_opts.lowram else \\\"cuda\\\"@cmd_opts.lowram else \\\"cpu\\\"@' /content/gdrive/MyDrive/sd/stable-diffusion-webui/modules/shared.py \n",
"\n",
"\n",
"share=''\n",
"if Use_Gradio_Server:\n",
" share='--share'\n",
" for line in fileinput.input('/usr/local/lib/python3.8/dist-packages/gradio/blocks.py', inplace=True):\n",
" if line.strip().startswith('self.server_name ='):\n",
" line = ' self.server_name = server_name\\n'\n",
" if line.strip().startswith('self.server_port ='):\n",
" line = ' self.server_port = server_port\\n'\n",
" sys.stdout.write(line)\n",
" clear_output()\n",
" \n",
"else:\n",
" share=''\n",
" !nohup lt --port 7860 > srv.txt 2>&1 &\n",
" time.sleep(2)\n",
" !grep -o 'https[^ ]*' /content/srv.txt >srvr.txt\n",
" time.sleep(2)\n",
" srv= getoutput('cat /content/srvr.txt')\n",
"\n",
" for line in fileinput.input('/usr/local/lib/python3.8/dist-packages/gradio/blocks.py', inplace=True):\n",
" if line.strip().startswith('self.server_name ='):\n",
" line = f' self.server_name = \"{srv[8:]}\"\\n'\n",
" if line.strip().startswith('self.server_port ='):\n",
" line = ' self.server_port = 443\\n'\n",
" if line.strip().startswith('self.protocol = \"https\"'):\n",
" line = ' self.protocol = \"https\"\\n'\n",
" if line.strip().startswith('if self.local_url.startswith(\"https\") or self.is_colab'):\n",
" line = '' \n",
" if line.strip().startswith('else \"http\"'):\n",
" line = '' \n",
" sys.stdout.write(line)\n",
" \n",
" !sed -i '13s@.*@ \"PUBLIC_SHARE_TRUE\": \"\u001b[32mConnected\",@' /usr/local/lib/python3.8/dist-packages/gradio/strings.py\n",
" \n",
" !rm /content/srv.txt\n",
" !rm /content/srvr.txt\n",
"\n",
"with capture.capture_output() as cap: \n",
" %cd /content/gdrive/MyDrive/sd/stablediffusion\n",
"\n",
"api = '--api' if Enable_API else ''\n",
"\n",
"if Model_Version == \"V2.1-768\":\n",
" configf=\"--config /content/gdrive/MyDrive/sd/stablediffusion/configs/stable-diffusion/v2-inference-v.yaml\"\n",
" !sed -i 's@def load_state_dict(checkpoint_path: str, map_location.*@def load_state_dict(checkpoint_path: str, map_location=\"cuda\"):@' /usr/local/lib/python3.8/dist-packages/open_clip/factory.py \n",
"elif Model_Version == \"V2.1-512\":\n",
" configf=\"--config /content/gdrive/MyDrive/sd/stablediffusion/configs/stable-diffusion/v2-inference.yaml\"\n",
" !sed -i 's@def load_state_dict(checkpoint_path: str, map_location.*@def load_state_dict(checkpoint_path: str, map_location=\"cuda\"):@' /usr/local/lib/python3.8/dist-packages/open_clip/factory.py \n",
"else:\n",
" configf=\"\"\n",
" !sed -i 's@def load_state_dict(checkpoint_path: str, map_location.*@def load_state_dict(checkpoint_path: str, map_location=\"cpu\"):@' /usr/local/lib/python3.8/dist-packages/open_clip/factory.py \n",
"\n",
"if os.path.exists('/usr/local/lib/python3.8/dist-packages/xformers'):\n",
" xformers=\"--xformers\"\n",
"else:\n",
" xformers=\"\"\n",
"\n",
"try:\n",
" model\n",
" if os.path.isfile(model):\n",
" !python /content/gdrive/MyDrive/sd/stable-diffusion-webui/webui.py $share $api --disable-safe-unpickle --enable-insecure-extension-access --no-half-vae --ckpt \"$model\" $configf $xformers\n",
" else:\n",
" !python /content/gdrive/MyDrive/sd/stable-diffusion-webui/webui.py $share $api --disable-safe-unpickle --enable-insecure-extension-access --no-half-vae --ckpt-dir \"$model\" $configf $xformers\n",
"except:\n",
" !python /content/gdrive/MyDrive/sd/stable-diffusion-webui/webui.py $share $api --disable-safe-unpickle --enable-insecure-extension-access --no-half-vae $configf $xformers"
]
}
],
"metadata": {
"accelerator": "GPU",
"colab": {
"collapsed_sections": [],
"provenance": []
},
"kernelspec": {
"display_name": "Python 3",
"name": "python3"
},
"language_info": {
"name": "python"
}
},
"nbformat": 4,
"nbformat_minor": 0
}
|