Spaces:
Build error
Build error
| from IPython.utils import capture | |
| from IPython.display import clear_output | |
| from subprocess import getoutput | |
| import ipywidgets as widgets | |
| import sys | |
| import fileinput | |
| import os | |
| import time | |
| if not os.path.exists("./"): | |
| print('[1;31mGdrive not connected, using colab storage ...') | |
| time.sleep(4) | |
| # !mkdir -p ./ | |
| with capture.capture_output() as cap: | |
| def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf) | |
| fgitclone = "git clone --depth 1" | |
| # %mkdir -p ./sd | |
| # %cd ./sd | |
| # !$fgitclone -q --branch master https://github.com/AUTOMATIC1111/stable-diffusion-webui | |
| # !mkdir -p ./cache/huggingface | |
| # !ln -s ./cache/huggingface /root/.cache/ | |
| with capture.capture_output() as cap: | |
| %cd ./ | |
| # !git reset --hard | |
| time.sleep(1) | |
| # !rm webui.sh | |
| print('[1;32m') | |
| # !git pull | |
| clear_output() | |
| inf('\u2714 Done','success', '50px') | |
| print('[1;32mInstalling requirements...') | |
| with capture.capture_output() as cap: | |
| %cd /content/ | |
| !wget -q -i https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/Dependencies/A1111.txt | |
| !dpkg -i *.deb | |
| if not os.path.exists('./stablediffusion'): | |
| !tar -C / --zstd -xf sd.tar.zst | |
| !tar -C / --zstd -xf A1111_dep.tar.zst | |
| !rm *.deb | rm *.zst | rm *.txt | |
| %env LD_PRELOAD=libtcmalloc.so | |
| os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' | |
| clear_output() | |
| inf('\u2714 Done','success', '50px') | |
| Model_Version = "1.5" #@param [ "1.5", "v1.5 Inpainting ", "V2.1-512px", "V2.1-768px"] | |
| Redownload_the_original_model = False #@param {type:"boolean"} | |
| def rmv(): | |
| !wget -q -O ./models/Stable-diffusion/model.ckpt https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/precompiled/README.md | |
| !mv ./models/Stable-diffusion/model.ckpt ./models/Stable-diffusion/trashfile.f | |
| time.sleep(2) | |
| !rm ./models/Stable-diffusion/trashfile.f | |
| clear_output() | |
| if Redownload_the_original_model: | |
| with capture.capture_output() as cap: | |
| rmv() | |
| #@markdown Or | |
| Path_to_MODEL = "" #@param {type:"string"} | |
| #@markdown - Insert the full path of your trained model or to a folder containing multiple models. | |
| #@markdown Or | |
| MODEL_LINK = "" #@param {type:"string"} | |
| safetensors = False #@param {type:"boolean"} | |
| Use_temp_storage = False #@param {type:"boolean"} | |
| def newmdl(): | |
| if not os.path.exists('./models/Stable-diffusion/model.ckpt'): | |
| %mkdir ./content/ | |
| %cd ./content/ | |
| clear_output() | |
| !git init | |
| !git lfs install --system --skip-repo | |
| !$fgitclone --branch fp16 "https://huggingface.co/runwayml/stable-diffusion-v1-5" | |
| if os.path.exists('./content/stable-diffusion-v1-5/unet/diffusion_pytorch_model.bin'): | |
| !wget -q -O stable-diffusion-v1-5/vae/diffusion_pytorch_model.bin https://huggingface.co/stabilityai/sd-vae-ft-mse/resolve/main/diffusion_pytorch_model.bin | |
| !wget -O convertosd.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertosd.py | |
| !sed -i '201s@.*@ model_path = "./content/stable-diffusion-v1-5"@' ./content/convertosd.py | |
| !sed -i '202s@.*@ checkpoint_path= "./models/Stable-diffusion/model.ckpt"@' ./content/convertosd.py | |
| clear_output() | |
| !python ./content/convertosd.py | |
| !rm ./content/convertosd.py | |
| if os.path.exists('./models/Stable-diffusion/model.ckpt'): | |
| model='./models/Stable-diffusion/model.ckpt' | |
| clear_output() | |
| inf('\u2714 Done','success', '50px') | |
| else: | |
| inf('\u2718 Something went wrong, try again','danger', "250px") | |
| else: | |
| inf('\u2718 Something went wrong','danger', "200px") | |
| else: | |
| model='./models/Stable-diffusion/model.ckpt' | |
| clear_output() | |
| inf('\u2714 Model already exists, check the box "Redownload_the_original_model" to redownload/download the V1.5','primary', '700px') | |
| if os.path.exists('./content/.git'): | |
| !rm -r ./content/.git | |
| if os.path.exists('./content/stable-diffusion-v1-5'): | |
| !rm -r ./content/stable-diffusion-v1-5 | |
| return model | |
| def V2(): | |
| if not os.path.exists('./models/Stable-diffusion/model.ckpt'): | |
| %cd ./content/ | |
| clear_output() | |
| !mkdir "./content/stable-diffusion-V2" | |
| %cd "./content/stable-diffusion-V2" | |
| !git init | |
| !git lfs install --system --skip-repo | |
| if Model_Version == "V2.1-768px": | |
| !git remote add -f origin "https://huggingface.co/stabilityai/stable-diffusion-2-1" | |
| elif Model_Version == "V2.1-512px": | |
| !git remote add -f origin "https://huggingface.co/stabilityai/stable-diffusion-2-1-base" | |
| !git config core.sparsecheckout true | |
| !echo -e "scheduler\ntext_encoder\ntokenizer\nunet\nvae\nfeature_extractor\nmodel_index.json\n!*.safetensors" > .git/info/sparse-checkout | |
| !git pull origin fp16 | |
| %cd ./content | |
| !wget -O convertosdv2.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertosdv2.py | |
| clear_output() | |
| !python ./content/convertosdv2.py --fp16 ./content/stable-diffusion-V2 ./models/Stable-diffusion/model.ckpt | |
| !rm ./content/convertosdv2.py | |
| if os.path.exists('./models/Stable-diffusion/model.ckpt'): | |
| model='./models/Stable-diffusion/model.ckpt' | |
| clear_output() | |
| inf('\u2714 Done','success', '50px') | |
| else: | |
| inf('\u2718 Something went wrong, try again','danger', "250px") | |
| else: | |
| model='./models/Stable-diffusion/model.ckpt' | |
| clear_output() | |
| inf('\u2714 Model already exists, check the box "Redownload_the_original_model" to redownload/download the V2','primary', '700px') | |
| if os.path.exists('./content/.git'): | |
| !rm -r ./content/.git | |
| !rm -r ./content/convertosdv2.py | |
| if os.path.exists('./content/stable-diffusion-V2'): | |
| !rm -r ./content/stable-diffusion-V2 | |
| return model | |
| def inpmdl(): | |
| if not os.path.exists('./models/Stable-diffusion/sd-v1-5-inpainting.ckpt'): | |
| %cd ./content/ | |
| clear_output() | |
| !git init | |
| !git lfs install --system --skip-repo | |
| !$fgitclone --branch fp16 "https://huggingface.co/runwayml/stable-diffusion-inpainting" | |
| if os.path.exists('./content/stable-diffusion-inpainting'): | |
| !$fgitclone "https://huggingface.co/stabilityai/sd-vae-ft-mse" | |
| !rm -r ./content/stable-diffusion-inpainting/vae | |
| !mv ./content/sd-vae-ft-mse ./content/stable-diffusion-inpainting/vae | |
| !wget -O convertosd.py https://github.com/TheLastBen/fast-stable-diffusion/raw/main/Dreambooth/convertosd.py | |
| !sed -i '201s@.*@ model_path = "./content/stable-diffusion-inpainting"@' ./content/convertosd.py | |
| !sed -i '202s@.*@ checkpoint_path= "./models/Stable-diffusion/sd-v1-5-inpainting.ckpt"@' ./content/convertosd.py | |
| clear_output() | |
| !python ./content/convertosd.py | |
| !rm ./content/convertosd.py | |
| if os.path.exists('./models/Stable-diffusion/sd-v1-5-inpainting.ckpt'): | |
| model='./models/Stable-diffusion/sd-v1-5-inpainting.ckpt' | |
| clear_output() | |
| inf('\u2714 Done','success', '50px') | |
| else: | |
| inf('\u2718 Something went wrong, try again','danger', "250px") | |
| else: | |
| inf('\u2718 Something went wrong','danger', "200px") | |
| else: | |
| model='./models/Stable-diffusion/sd-v1-5-inpainting.ckpt' | |
| clear_output() | |
| inf('\u2714 inpainting model already exists','primary', '250px') | |
| if os.path.exists('./content/.git'): | |
| !rm -r ./content/.git | |
| if os.path.exists('./content/stable-diffusion-inpainting'): | |
| !rm -r ./content/stable-diffusion-inpainting | |
| return model | |
| if (Path_to_MODEL !=''): | |
| if os.path.exists(str(Path_to_MODEL)): | |
| inf('\u2714 Using the trained model.','success', '200px') | |
| else: | |
| while not os.path.exists(str(Path_to_MODEL)): | |
| inf('\u2718 Wrong path, use the colab file explorer to copy the path : ','danger', "400px") | |
| Path_to_MODEL=input() | |
| if os.path.exists(str(Path_to_MODEL)): | |
| inf('\u2714 Using the trained model.','success', '200px') | |
| model=Path_to_MODEL | |
| elif MODEL_LINK != "": | |
| gdrv="./models/Stable-diffusion" | |
| tmp="./content" | |
| pth=tmp if Use_temp_storage else gdrv | |
| %cd $pth | |
| clear_output() | |
| if not safetensors: | |
| modelname="model.ckpt" | |
| else: | |
| modelname="model.safetensors" | |
| !gdown --fuzzy -O $modelname $MODEL_LINK | |
| if os.path.exists(f'{pth}/{modelname}') and os.path.getsize(f'{pth}/{modelname}') > 1810671599: | |
| model=f'{pth}/{modelname}' | |
| clear_output() | |
| inf('\u2714 Model downloaded, using the trained model.','success', '350px') | |
| else: | |
| if Use_temp_storage: | |
| !rm $pth/$modelname | |
| else: | |
| rmv() | |
| inf('\u2718 Wrong link, check that the link is valid','danger', "300px") | |
| elif Model_Version=="1.5": | |
| model=newmdl() | |
| elif Model_Version=="V2.1-512px" or Model_Version=="V2.1-768px": | |
| model=V2() | |
| else: | |
| model=inpmdl() | |
| #@markdown # ControlNet | |
| from torch.hub import download_url_to_file | |
| from urllib.parse import urlparse | |
| Model = "All (5.8GB)" #@param [ "All (5.8GB)", "Canny", "Depth", "HED", "MLSD", "Normal", "OpenPose", "Scribble", "Seg", "T2iadapter_Keypose", "T2iadapter_Seg", "T2iadapter_Sketch", "T2iadapter_Depth"] | |
| #@markdown - Download/update ControlNet extension and its models. | |
| def download(url, model_dir): | |
| filename = os.path.basename(urlparse(url).path) | |
| pth = os.path.abspath(os.path.join(model_dir, filename)) | |
| if not os.path.exists(pth): | |
| print('Downloading: '+os.path.basename(url)) | |
| download_url_to_file(url, pth, hash_prefix=None, progress=True) | |
| else: | |
| print(f"[1;32mThe model {filename} already exists[0m") | |
| Canny='https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_canny-fp16.safetensors' | |
| Depth='https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_depth-fp16.safetensors' | |
| HED='https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_hed-fp16.safetensors' | |
| MLSD='https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_mlsd-fp16.safetensors' | |
| Normal='https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_normal-fp16.safetensors' | |
| OpenPose='https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_openpose-fp16.safetensors' | |
| Scribble='https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_scribble-fp16.safetensors' | |
| Seg='https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/control_seg-fp16.safetensors' | |
| T2iadapter_Keypose='https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/t2iadapter_keypose-fp16.safetensors' | |
| T2iadapter_Seg='https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/t2iadapter_seg-fp16.safetensors' | |
| T2iadapter_Sketch='https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/t2iadapter_sketch-fp16.safetensors' | |
| T2iadapter_Depth='https://huggingface.co/webui/ControlNet-modules-safetensors/resolve/main/t2iadapter_depth-fp16.safetensors' | |
| with capture.capture_output() as cap: | |
| %cd ./extensions | |
| if not os.path.exists("sd-webui-controlnet"): | |
| !git clone https://github.com/Mikubill/sd-webui-controlnet.git | |
| %cd ./content | |
| else: | |
| %cd sd-webui-controlnet | |
| !git pull | |
| %cd ./content | |
| !cp ./extensions/sd-webui-controlnet/models/*.yaml ./models | |
| mdldir="./extensions/sd-webui-controlnet/models" | |
| if Model == "All (5.8GB)": | |
| !wget -q -O CN_models.txt https://github.com/TheLastBen/fast-stable-diffusion/raw/main/AUTOMATIC1111_files/CN_models.txt | |
| with open("CN_models.txt", 'r') as f: | |
| mdllnk = f.read().splitlines() | |
| for lnk in mdllnk: | |
| download(url=lnk, model_dir=mdldir) | |
| !rm CN_models.txt | |
| clear_output() | |
| inf('\u2714 Done','success', '50px') | |
| else: | |
| download(globals()[Model], model_dir=mdldir) | |
| clear_output() | |
| inf('\u2714 Done','success', '50px') | |
| #@markdown # Start Stable-Diffusion | |
| from IPython.utils import capture | |
| import time | |
| import sys | |
| import fileinput | |
| Use_localtunnel = False #@param {type:"boolean"} | |
| User = "" #@param {type:"string"} | |
| Password= "" #@param {type:"string"} | |
| #@markdown - Add credentials to your Gradio interface (optional). | |
| auth=f"--gradio-auth {User}:{Password}" | |
| if User =="" or Password=="": | |
| auth="" | |
| with capture.capture_output() as cap: | |
| if not os.path.exists('/tools/node/bin/lt'): | |
| !npm install -g localtunnel | |
| with capture.capture_output() as cap: | |
| %cd ./modules/ | |
| # !wget -O paths.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/paths.py | |
| # !wget -O extras.py https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-webui/master/modules/extras.py | |
| # !wget -O sd_models.py https://raw.githubusercontent.com/AUTOMATIC1111/stable-diffusion-webui/master/modules/sd_models.py | |
| # !wget -q -O /usr/local/lib/python3.8/dist-packages/gradio/blocks.py https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/AUTOMATIC1111_files/blocks.py | |
| %cd ./ | |
| # !sed -i "s@os.path.splitext(checkpoint_file)@os.path.splitext(checkpoint_file); map_location='cuda'@" ./modules/sd_models.py | |
| # !sed -i 's@ui.create_ui().*@ui.create_ui();shared.demo.queue(concurrency_count=999999,status_update_rate=0.1)@' ./webui.py | |
| # !sed -i "s@map_location='cpu'@map_location='cuda'@" ./modules/extras.py | |
| share='' | |
| if not Use_localtunnel: | |
| share='--share' | |
| else: | |
| with capture.capture_output() as cap: | |
| share='' | |
| %cd ./content | |
| !nohup lt --port 7860 > srv.txt 2>&1 & | |
| time.sleep(2) | |
| !grep -o 'https[^ ]*' ./content/srv.txt >srvr.txt | |
| time.sleep(2) | |
| srv= getoutput('cat ./content/srvr.txt') | |
| for line in fileinput.input('/usr/local/lib/python3.8/dist-packages/gradio/blocks.py', inplace=True): | |
| if line.strip().startswith('self.server_name ='): | |
| line = f' self.server_name = "{srv[8:]}"\n' | |
| if line.strip().startswith('self.protocol = "https"'): | |
| line = ' self.protocol = "https"\n' | |
| if line.strip().startswith('if self.local_url.startswith("https") or self.is_colab'): | |
| line = '' | |
| if line.strip().startswith('else "http"'): | |
| line = '' | |
| sys.stdout.write(line) | |
| !rm ./content/srv.txt ./content/srvr.txt | |
| %cd . | |
| try: | |
| model | |
| if os.path.isfile(model): | |
| !python ./webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae --ckpt "$model" --xformers $auth --disable-console-progressbars | |
| else: | |
| !python ./webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae --ckpt-dir "$model" --xformers $auth --disable-console-progressbars | |
| except: | |
| !python ./webui.py $share --api --disable-safe-unpickle --enable-insecure-extension-access --no-download-sd-model --no-half-vae --xformers $auth --disable-console-progressbars |