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| #@markdown # Connect Google Drive | |
| from google.colab import drive | |
| from IPython.display import clear_output | |
| import ipywidgets as widgets | |
| import os | |
| def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf) | |
| Shared_Drive = "" #@param {type:"string"} | |
| #@markdown - Leave empty if you're not using a shared drive | |
| print("[0;33mConnecting...") | |
| drive.mount('/content/gdrive') | |
| if Shared_Drive!="" and os.path.exists("/content/gdrive/Shareddrives"): | |
| mainpth="Shareddrives/"+Shared_Drive | |
| else: | |
| mainpth="MyDrive" | |
| clear_output() | |
| inf('\u2714 Done','success', '50px') | |
| #@markdown # Install/Update AUTOMATIC1111 repo | |
| 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 | |
| import base64 | |
| Use_Latest_Working_Commit= False #@param {type:"boolean"} | |
| #@markdown - Use the pre-major A1111 update commit to avoid bugs while the repo is fixed | |
| blasphemy=base64.b64decode(("d2VidWk=").encode('ascii')).decode('ascii') | |
| if not os.path.exists("/content/gdrive"): | |
| print('[1;31mGdrive not connected, using colab storage ...') | |
| time.sleep(4) | |
| mainpth="MyDrive" | |
| !mkdir -p /content/gdrive/$mainpth | |
| Shared_Drive="" | |
| if Shared_Drive!="" and not os.path.exists("/content/gdrive/Shareddrives"): | |
| print('[1;31mShared drive not detected, using default MyDrive') | |
| mainpth="MyDrive" | |
| with capture.capture_output() as cap: | |
| def inf(msg, style, wdth): inf = widgets.Button(description=msg, disabled=True, button_style=style, layout=widgets.Layout(min_width=wdth));display(inf) | |
| fgitclone = "git clone --depth 1" | |
| %mkdir -p /content/gdrive/$mainpth/sd | |
| %cd /content/gdrive/$mainpth/sd | |
| !git clone -q --branch master https://github.com/AUTOMATIC1111/stable-diffusion-$blasphemy | |
| !mkdir -p /content/gdrive/$mainpth/sd/stable-diffusion-$blasphemy/cache/ | |
| os.environ['TRANSFORMERS_CACHE']=f"/content/gdrive/{mainpth}/sd/stable-diffusion-"+blasphemy+"/cache" | |
| with capture.capture_output() as cap: | |
| %cd /content/gdrive/$mainpth/sd/stable-diffusion-$blasphemy/ | |
| !git reset --hard | |
| time.sleep(1) | |
| !rm webui.sh | |
| !git pull | |
| if Use_Latest_Working_Commit: | |
| !git fetch --unshallow | |
| !git checkout a9eab236d7e8afa4d6205127904a385b2c43bb24 | |
| !pip install gradio==3.16.2 --no-deps -qq | |
| else: | |
| !pip install gradio==3.23 --no-deps -qq | |
| clear_output() | |
| inf('\u2714 Done','success', '50px') | |
| #@markdown # Requirements | |
| 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('/content/gdrive/'+mainpth+'/sd/stablediffusion'): | |
| !tar -C /content/gdrive/$mainpth --zstd -xf sd_rep.tar.zst | |
| !tar -C / --zstd -xf gcolabdeps.tar.zst | |
| !rm *.deb | rm *.zst | rm *.txt | |
| %env LD_PRELOAD=libtcmalloc.so | |
| os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' | |
| os.environ['PYTHONWARNINGS'] = 'ignore' | |
| if Use_Latest_Working_Commit: | |
| !pip install gradio==3.16.2 --no-deps -qq | |
| else: | |
| !pip install gradio==3.23 --no-deps -qq | |
| clear_output() | |
| inf('\u2714 Done','success', '50px') | |
| #@markdown # Model Download/Load | |
| Model_Version = "1.5" #@param [ "1.5", "v1.5 Inpainting ", "V2.1-512px", "V2.1-768px"] | |
| Redownload_the_original_model = False #@param {type:"boolean"} | |
| def rmv(): | |
| !wget -q -O /content/gdrive/$mainpth/sd/stable-diffusion-$blasphemy/models/Stable-diffusion/model.ckpt https://raw.githubusercontent.com/TheLastBen/fast-stable-diffusion/main/precompiled/README.md | |
| !mv /content/gdrive/$mainpth/sd/stable-diffusion-$blasphemy/models/Stable-diffusion/model.ckpt /content/gdrive/$mainpth/sd/stable-diffusion-$blasphemy/models/Stable-diffusion/trashfile.f | |
| time.sleep(2) | |
| !rm /content/gdrive/$mainpth/sd/stable-diffusion-$blasphemy/models/Stable-diffusion/trashfile.f | |
| clear_output() | |
| if Redownload_the_original_model: | |
| with capture.capture_output() as cap: | |
| rmv() | |
| #@markdown Or | |
| Path_to_MODEL = "" #@param {type:"string"} | |
| #@markdown - Insert the full path of your trained model or to a folder containing multiple models | |
| #@markdown Or | |
| MODEL_LINK = "" #@param {type:"string"} | |
| safetensors = False #@param {type:"boolean"} | |
| Use_temp_storage = False #@param {type:"boolean"} | |
| def newmdl(): | |
| if not os.path.exists('/content/gdrive/'+mainpth+'/sd/stable-diffusion-'+blasphemy+'/models/Stable-diffusion/model.ckpt'): | |
| %cd /content/ | |
| clear_output() | |
| !git init | |
| !git lfs install --system --skip-repo | |
| !$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 -q -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= "/content/gdrive/{mainpth}/sd/stable-diffusion-{blasphemy}/models/Stable-diffusion/model.ckpt"@' /content/convertosd.py | |
| clear_output() | |
| !python /content/convertosd.py | |
| !rm /content/convertosd.py | |
| if os.path.exists('/content/gdrive/'+mainpth+'/sd/stable-diffusion-'+blasphemy+'/models/Stable-diffusion/model.ckpt'): | |
| model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-'+blasphemy+'/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='/content/gdrive/'+mainpth+'/sd/stable-diffusion-'+blasphemy+'/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('/content/gdrive/'+mainpth+'/sd/stable-diffusion-'+blasphemy+'/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 /content/gdrive/$mainpth/sd/stable-diffusion-$blasphemy/models/Stable-diffusion/model.ckpt | |
| !rm /content/convertosdv2.py | |
| if os.path.exists('/content/gdrive/'+mainpth+'/sd/stable-diffusion-'+blasphemy+'/models/Stable-diffusion/model.ckpt'): | |
| model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-'+blasphemy+'/models/Stable-diffusion/model.ckpt' | |
| clear_output() | |
| inf('\u2714 Done','success', '50px') | |
| else: | |
| inf('\u2718 Something went wrong, try again','danger', "250px") | |
| else: | |
| model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-'+blasphemy+'/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('/content/gdrive/'+mainpth+'/sd/stable-diffusion-'+blasphemy+'/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= "/content/gdrive/{mainpth}/sd/stable-diffusion-{blasphemy}/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('/content/gdrive/'+mainpth+'/sd/stable-diffusion-'+blasphemy+'/models/Stable-diffusion/sd-v1-5-inpainting.ckpt'): | |
| model='/content/gdrive/'+mainpth+'/sd/stable-diffusion-'+blasphemy+'/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='/content/gdrive/'+mainpth+'/sd/stable-diffusion-'+blasphemy+'/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='/content/gdrive/'+mainpth+'/sd/stable-diffusion-'+blasphemy+'/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() |