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** Model Installation Successful **
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You're all set!
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If you installed using one of the automated installation scripts,
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execute 'invoke.sh' (Linux/macOS) or 'invoke.bat' (Windows) to
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start InvokeAI.
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If you installed manually, activate the 'invokeai' environment
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(e.g. 'conda activate invokeai'), then run one of the following
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commands to start InvokeAI.
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Web UI:
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python scripts/invoke.py --web # (connect to http://localhost:9090)
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Command-line interface:
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python scripts/invoke.py
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Have fun!
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name: invokeai
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channels:
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- pytorch
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- conda-forge
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- defaults
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dependencies:
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- albumentations=0.4.3
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- cudatoolkit
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- einops=0.3.0
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- eventlet
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- flask-socketio=5.3.0
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- flask=2.1.*
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- flask_cors=3.0.10
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- imageio-ffmpeg=0.4.2
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- imageio=2.9.0
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- kornia=0.6
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- numpy=1.19
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- opencv=4.6.0
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- pillow=8.*
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- pip>=22.2.2
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- pudb=2019.2
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- python=3.9.*
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- pytorch
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- pytorch-lightning=1.7.7
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- send2trash=1.8.0
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- streamlit
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- tokenizers>=0.11.1,!=0.11.3,<0.13
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- torch-fidelity=0.3.0
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- torchmetrics=0.7.0
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- torchvision
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- transformers=4.21.3
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- pip:
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- getpass_asterisk
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- omegaconf==2.1.1
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- picklescan
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- pyreadline3
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- realesrgan
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- taming-transformers-rom1504
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- test-tube>=0.7.5
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- git+https://github.com/openai/CLIP.git@main#egg=clip
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- git+https://github.com/Birch-san/k-diffusion.git@mps#egg=k_diffusion
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- git+https://github.com/invoke-ai/clipseg.git@relaxed-python-requirement#egg=clipseg
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- git+https://github.com/invoke-ai/GFPGAN@basicsr-1.4.2#egg=gfpgan
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- git+https://github.com/invoke-ai/PyPatchMatch@0.1.5#egg=pypatchmatch
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- -e .
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name: invokeai
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channels:
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- pytorch
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- conda-forge
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- defaults
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dependencies:
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- python=3.9.*
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- pip=22.2.2
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- numpy=1.23.3
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- pip:
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- --extra-index-url https://download.pytorch.org/whl/rocm5.2/
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- albumentations==0.4.3
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- diffusers==0.6.0
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- einops==0.3.0
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- eventlet
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- flask==2.1.3
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- flask_cors==3.0.10
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- flask_socketio==5.3.0
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- getpass_asterisk
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- imageio-ffmpeg==0.4.2
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- imageio==2.9.0
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- kornia==0.6.0
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- omegaconf==2.2.3
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- opencv-python==4.5.5.64
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- picklescan
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- pillow==9.2.0
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- pudb==2019.2
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- pyreadline3
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- pytorch-lightning==1.7.7
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- realesrgan
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- send2trash==1.8.0
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- streamlit==1.12.0
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- taming-transformers-rom1504
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- test-tube>=0.7.5
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- tqdm
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- torch
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- torch-fidelity==0.3.0
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- torchaudio
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- torchmetrics==0.7.0
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- torchvision
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- transformers==4.21.3
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- git+https://github.com/openai/CLIP.git@main#egg=clip
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- git+https://github.com/Birch-san/k-diffusion.git@mps#egg=k-diffusion
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- git+https://github.com/invoke-ai/clipseg.git@relaxed-python-requirement#egg=clipseg
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- git+https://github.com/invoke-ai/GFPGAN@basicsr-1.4.2#egg=gfpgan
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- git+https://github.com/invoke-ai/PyPatchMatch@0.1.5#egg=pypatchmatch
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- -e .
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@ -0,0 +1,46 @@
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name: invokeai
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channels:
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- pytorch
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- conda-forge
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- defaults
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dependencies:
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- python=3.9.*
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- pip=22.2.2
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- numpy=1.23.3
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- torchvision=0.13.1
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- torchaudio=0.12.1
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- pytorch=1.12.1
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- cudatoolkit=11.6
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- pip:
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- albumentations==0.4.3
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- diffusers==0.6.0
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- einops==0.3.0
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- eventlet
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- flask==2.1.3
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- flask_cors==3.0.10
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- flask_socketio==5.3.0
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- getpass_asterisk
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- imageio-ffmpeg==0.4.2
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- imageio==2.9.0
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- kornia==0.6.0
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- omegaconf==2.2.3
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- opencv-python==4.5.5.64
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- picklescan
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- pillow==9.2.0
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- pudb==2019.2
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- pyreadline3
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- pytorch-lightning==1.7.7
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- realesrgan
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- send2trash==1.8.0
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- streamlit==1.12.0
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- taming-transformers-rom1504
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- test-tube>=0.7.5
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- torch-fidelity==0.3.0
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- torchmetrics==0.7.0
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- transformers==4.21.3
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- git+https://github.com/openai/CLIP.git@main#egg=clip
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- git+https://github.com/Birch-san/k-diffusion.git@mps#egg=k-diffusion
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- git+https://github.com/invoke-ai/clipseg.git@relaxed-python-requirement#egg=clipseg
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- git+https://github.com/invoke-ai/GFPGAN@basicsr-1.4.2#egg=gfpgan
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- git+https://github.com/invoke-ai/PyPatchMatch@0.1.5#egg=pypatchmatch
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- -e .
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@ -0,0 +1,65 @@
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name: invokeai
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channels:
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- pytorch
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- conda-forge
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- defaults
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dependencies:
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- python=3.10
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- pip>=22.2
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- pytorch=1.12
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- pytorch-lightning=1.7
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- torchvision=0.13
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- torchmetrics=0.10
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- torch-fidelity=0.3
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# I suggest to keep the other deps sorted for convenience.
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# To determine what the latest versions should be, run:
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#
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# ```shell
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# sed -E 's/invokeai/invokeai-updated/;20,99s/- ([^=]+)==.+/- \1/' environment-mac.yml > environment-mac-updated.yml
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# CONDA_SUBDIR=osx-arm64 conda env create -f environment-mac-updated.yml && conda list -n invokeai-updated | awk ' {print " - " $1 "==" $2;} '
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# ```
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- albumentations=1.2
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- coloredlogs=15.0
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- diffusers=0.6
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- einops=0.3
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- eventlet
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- grpcio=1.46
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- flask=2.1
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- flask-socketio=5.3
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- flask-cors=3.0
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- humanfriendly=10.0
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- imageio=2.21
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- imageio-ffmpeg=0.4
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- imgaug=0.4
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- kornia=0.6
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- mpmath=1.2
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- nomkl=3
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- numpy=1.23
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- omegaconf=2.1
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- openh264=2.3
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- onnx=1.12
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- onnxruntime=1.12
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- pudb=2019.2
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- protobuf=3.20
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- py-opencv=4.6
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- scipy=1.9
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- streamlit=1.12
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- sympy=1.10
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- send2trash=1.8
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- tensorboard=2.10
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- transformers=4.23
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- pip:
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- getpass_asterisk
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- picklescan
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- taming-transformers-rom1504
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||||||
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- test-tube==0.7.5
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- git+https://github.com/openai/CLIP.git@main#egg=clip
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- git+https://github.com/Birch-san/k-diffusion.git@mps#egg=k-diffusion
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- git+https://github.com/invoke-ai/clipseg.git@relaxed-python-requirement#egg=clipseg
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- git+https://github.com/invoke-ai/GFPGAN@basicsr-1.4.2#egg=gfpgan
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- git+https://github.com/invoke-ai/PyPatchMatch@0.1.5#egg=pypatchmatch
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- -e .
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variables:
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PYTORCH_ENABLE_MPS_FALLBACK: 1
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@ -0,0 +1,46 @@
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name: invokeai
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channels:
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- pytorch
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- conda-forge
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- defaults
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dependencies:
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- python=3.10.*
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- pip=22.2.2
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- numpy=1.23.3
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- torchvision=0.13.1
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- torchaudio=0.12.1
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- pytorch=1.12.1
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- cudatoolkit=11.6
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||||||
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- pip:
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- albumentations==0.4.3
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- diffusers==0.6.0
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- einops==0.3.0
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- eventlet
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- flask==2.1.3
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- flask_cors==3.0.10
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||||||
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- flask_socketio==5.3.0
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||||||
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- getpass_asterisk
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||||||
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- imageio-ffmpeg==0.4.2
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||||||
|
- imageio==2.9.0
|
||||||
|
- kornia==0.6.0
|
||||||
|
- omegaconf==2.2.3
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||||||
|
- opencv-python==4.5.5.64
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||||||
|
- picklescan
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||||||
|
- pillow==9.2.0
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||||||
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- pudb==2019.2
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||||||
|
- pyreadline3
|
||||||
|
- pytorch-lightning==1.7.7
|
||||||
|
- realesrgan
|
||||||
|
- send2trash==1.8.0
|
||||||
|
- streamlit==1.12.0
|
||||||
|
- taming-transformers-rom1504
|
||||||
|
- test-tube>=0.7.5
|
||||||
|
- torch-fidelity==0.3.0
|
||||||
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- torchmetrics==0.7.0
|
||||||
|
- transformers==4.21.3
|
||||||
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- git+https://github.com/openai/CLIP.git@main#egg=clip
|
||||||
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- git+https://github.com/Birch-san/k-diffusion.git@mps#egg=k_diffusion
|
||||||
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- git+https://github.com/invoke-ai/clipseg.git@relaxed-python-requirement#egg=clipseg
|
||||||
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- git+https://github.com/invoke-ai/GFPGAN@basicsr-1.4.1#egg=gfpgan
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||||||
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- git+https://github.com/invoke-ai/PyPatchMatch@0.1.5#egg=pypatchmatch
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- -e .
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@ -0,0 +1,40 @@
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# pip will resolve the version which matches torch
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albumentations
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diffusers==0.10.*
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dnspython==2.2.1
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einops
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eventlet
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facexlib
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flask==2.1.3
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flask_cors==3.0.10
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flask_socketio==5.3.0
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flaskwebgui==1.0.3
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getpass_asterisk
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||||||
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gfpgan==1.3.8
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huggingface-hub
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imageio
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||||||
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imageio-ffmpeg
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||||||
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kornia
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||||||
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numpy==1.23.*
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||||||
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omegaconf
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||||||
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opencv-python
|
||||||
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picklescan
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||||||
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pillow
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||||||
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pip>=22
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||||||
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pudb
|
||||||
|
pyreadline3
|
||||||
|
pytorch-lightning==1.7.7
|
||||||
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realesrgan
|
||||||
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requests==2.25.1
|
||||||
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scikit-image>=0.19
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||||||
|
send2trash
|
||||||
|
streamlit
|
||||||
|
taming-transformers-rom1504
|
||||||
|
test-tube>=0.7.5
|
||||||
|
torch-fidelity
|
||||||
|
torchmetrics
|
||||||
|
transformers==4.25.*
|
||||||
|
https://github.com/Birch-san/k-diffusion/archive/refs/heads/mps.zip#egg=k-diffusion
|
||||||
|
https://github.com/invoke-ai/PyPatchMatch/archive/refs/tags/0.1.5.zip#egg=pypatchmatch
|
||||||
|
https://github.com/openai/CLIP/archive/eaa22acb90a5876642d0507623e859909230a52d.zip#egg=clip
|
||||||
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https://github.com/invoke-ai/clipseg/archive/relaxed-python-requirement.zip#egg=clipseg
|
|
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||||||
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-r environments-and-requirements/requirements-base.txt
|
||||||
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# Get hardware-appropriate torch/torchvision
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||||||
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--extra-index-url https://download.pytorch.org/whl/rocm5.1.1 --trusted-host https://download.pytorch.org
|
||||||
|
torch
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torchvision
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||||||
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-e .
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|
@ -0,0 +1,3 @@
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|
--pre torch torchvision torchaudio --extra-index-url https://download.pytorch.org/whl/nightly/cpu
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-r environments-and-requirements/requirements-base.txt
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-e .
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|
@ -0,0 +1,5 @@
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--extra-index-url https://download.pytorch.org/whl/cu116 --trusted-host https://download.pytorch.org
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||||||
|
-r environments-and-requirements/requirements-base.txt
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||||||
|
torch
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||||||
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torchvision
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||||||
|
-e .
|
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@ -0,0 +1,6 @@
|
||||||
|
-r environments-and-requirements/requirements-base.txt
|
||||||
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grpcio<1.51.0
|
||||||
|
protobuf==3.19.6
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||||||
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torch<1.13.0
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|
torchvision<0.14.0
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||||||
|
-e .
|
|
@ -0,0 +1,6 @@
|
||||||
|
-r environments-and-requirements/requirements-base.txt
|
||||||
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# Get hardware-appropriate torch/torchvision
|
||||||
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--extra-index-url https://download.pytorch.org/whl/cu116 --trusted-host https://download.pytorch.org
|
||||||
|
torch==1.12.1
|
||||||
|
torchvision==0.13.1
|
||||||
|
-e .
|
|
@ -0,0 +1,234 @@
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||||||
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#!/usr/bin/env bash
|
||||||
|
|
||||||
|
# ensure we're in the correct folder in case user's CWD is somewhere else
|
||||||
|
scriptdir=$(dirname "$0")
|
||||||
|
cd "$scriptdir"
|
||||||
|
|
||||||
|
# This version number will be replaced by the one supplied to create_installers.sh.
|
||||||
|
# Do not change it here - change it in create_installers.sh.
|
||||||
|
INVOKEAI_VERSION="v2.2.5p2"
|
||||||
|
|
||||||
|
# make sure we are not already in a venv
|
||||||
|
# (don't need to check status)
|
||||||
|
deactivate >/dev/null 2>&1
|
||||||
|
|
||||||
|
INVOKE_AI_SRC=https://github.com/invoke-ai/InvokeAI/archive/refs/tags/${INVOKEAI_VERSION}.zip
|
||||||
|
INSTRUCTIONS=https://invoke-ai.github.io/InvokeAI/installation/INSTALL_AUTOMATED/
|
||||||
|
TROUBLESHOOTING=https://invoke-ai.github.io/InvokeAI/installation/INSTALL_AUTOMATED/#troubleshooting
|
||||||
|
MINIMUM_PYTHON_VERSION=3.9.0
|
||||||
|
|
||||||
|
set -euo pipefail
|
||||||
|
IFS=$'\n\t'
|
||||||
|
|
||||||
|
function _err_exit {
|
||||||
|
if test "$1" -ne 0
|
||||||
|
then
|
||||||
|
echo -e "Error code $1; Error caught was '$2'"
|
||||||
|
if [ "$OS_NAME" == "osx" ]; then
|
||||||
|
echo "Something went wrong while installing InvokeAI and/or its requirements."
|
||||||
|
echo "You may need to use the Xcode command line tools to proceed. See step number 3 of"
|
||||||
|
echo "https://invoke-ai.github.io/InvokeAI/INSTALL_SOURCE#walk_through for"
|
||||||
|
echo "installation instructions and then run this script again."
|
||||||
|
else
|
||||||
|
echo "Something went wrong while installing InvokeAI and/or its requirements."
|
||||||
|
echo "See https://invoke-ai.github.io/InvokeAI/INSTALL_SOURCE#troubleshooting for troubleshooting"
|
||||||
|
echo "tips, or visit https://invoke-ai.github.io/InvokeAI/#installation for alternative"
|
||||||
|
echo "installation methods"
|
||||||
|
fi
|
||||||
|
read -p "Press any key to exit..."
|
||||||
|
exit
|
||||||
|
fi
|
||||||
|
}
|
||||||
|
|
||||||
|
function readinput() {
|
||||||
|
local CLEAN_ARGS=""
|
||||||
|
while [[ $# -gt 0 ]]; do
|
||||||
|
local i="$1"
|
||||||
|
case "$i" in
|
||||||
|
"-i")
|
||||||
|
if read -i "default" 2>/dev/null <<< "test"; then
|
||||||
|
CLEAN_ARGS="$CLEAN_ARGS -i \"$2\""
|
||||||
|
fi
|
||||||
|
shift
|
||||||
|
shift
|
||||||
|
;;
|
||||||
|
"-p")
|
||||||
|
CLEAN_ARGS="$CLEAN_ARGS -p \"$2\""
|
||||||
|
shift
|
||||||
|
shift
|
||||||
|
;;
|
||||||
|
*)
|
||||||
|
CLEAN_ARGS="$CLEAN_ARGS $1"
|
||||||
|
shift
|
||||||
|
;;
|
||||||
|
esac
|
||||||
|
done
|
||||||
|
eval read $CLEAN_ARGS
|
||||||
|
}
|
||||||
|
|
||||||
|
|
||||||
|
function version { echo "$@" | awk -F. '{ printf("%d%03d%03d%03d\n", $1,$2,$3,$4); }'; }
|
||||||
|
|
||||||
|
echo "InvokeAI simple installer..."
|
||||||
|
echo ""
|
||||||
|
echo "Some of the installation steps take a long time to run. Please be patient."
|
||||||
|
echo "If the script appears to hang for more than 10 minutes, please interrupt with control-C and retry."
|
||||||
|
read -n 1 -s -r -p "<Press any key to start the install>"
|
||||||
|
echo ""
|
||||||
|
|
||||||
|
OS_NAME=$(uname -s)
|
||||||
|
case "${OS_NAME}" in
|
||||||
|
Linux*) OS_NAME="linux";;
|
||||||
|
Darwin*) OS_NAME="osx";;
|
||||||
|
*) echo "Unknown OS: $OS_NAME! This script runs only on Linux or Mac" && exit
|
||||||
|
esac
|
||||||
|
|
||||||
|
OS_ARCH=$(uname -m)
|
||||||
|
case "${OS_ARCH}" in
|
||||||
|
x86_64*) OS_ARCH="64";;
|
||||||
|
arm64*) OS_ARCH="arm64";;
|
||||||
|
*) echo "Unknown system architecture: $OS_ARCH! This script runs only on x86_64 or arm64" && exit
|
||||||
|
esac
|
||||||
|
|
||||||
|
echo "Installing for $OS_NAME-$OS_ARCH"
|
||||||
|
# confirm that python is installed and is up to date
|
||||||
|
|
||||||
|
PYTHON=""
|
||||||
|
for candidate in python3.10 python3.9 python3 python python3.11 ; do
|
||||||
|
if ppath=`which $candidate`; then
|
||||||
|
python_version=$($ppath -V | awk '{ print $2 }')
|
||||||
|
if [ $(version $python_version) -ge $(version "$MINIMUM_PYTHON_VERSION") ]; then
|
||||||
|
PYTHON=$ppath
|
||||||
|
echo Python $python_version found at $PYTHON
|
||||||
|
break
|
||||||
|
fi
|
||||||
|
fi
|
||||||
|
done
|
||||||
|
|
||||||
|
if [ -z "$PYTHON" ]; then
|
||||||
|
echo "A suitable Python interpreter could not be found"
|
||||||
|
echo "Please install Python 3.9 or higher before running this script. See instructions at $INSTRUCTIONS for help."
|
||||||
|
read -p "Press any key to exit"
|
||||||
|
exit -1
|
||||||
|
fi
|
||||||
|
|
||||||
|
|
||||||
|
ROOTDIR=""
|
||||||
|
while [ "$ROOTDIR" == "" ]
|
||||||
|
do
|
||||||
|
echo
|
||||||
|
readinput -e -p "Select your preferred location for the 'invokeai' directory [$HOME]: " -i $HOME input
|
||||||
|
ROOTDIR=${input:=$HOME}/invokeai
|
||||||
|
|
||||||
|
# This is surprisingly hard to do in plain Bash; easier in ZSH. Just running python in subshell is easiest.
|
||||||
|
ROOTDIR=$(python -c "from pathlib import Path; print(Path('${ROOTDIR}').expanduser().resolve())")
|
||||||
|
|
||||||
|
read -e -p "InvokeAI will be installed into $ROOTDIR. OK? [y]: " input
|
||||||
|
RESPONSE=${input:='y'}
|
||||||
|
if [ "$RESPONSE" == 'y' ]; then
|
||||||
|
if [ -e "$ROOTDIR" ]; then
|
||||||
|
echo
|
||||||
|
read -e -p "Directory "$ROOTDIR" already exists. Do you want to resume an interrupted install? [y]: " input
|
||||||
|
RESPONSE=${input:='y'}
|
||||||
|
if [ "$RESPONSE" != 'y' ]; then
|
||||||
|
ROOTDIR=""
|
||||||
|
fi
|
||||||
|
else
|
||||||
|
mkdir -p "$ROOTDIR"
|
||||||
|
if [ $? -ne 0 ]; then
|
||||||
|
echo "Could not create "$ROOTDIR". Try again with a different install location."
|
||||||
|
ROOTDIR=""
|
||||||
|
fi
|
||||||
|
fi
|
||||||
|
else
|
||||||
|
ROOTDIR=""
|
||||||
|
fi
|
||||||
|
done
|
||||||
|
|
||||||
|
#--------------------------------------------------------------------------------
|
||||||
|
echo
|
||||||
|
echo "** Creating Virtual Environment for InvokeAI **"
|
||||||
|
|
||||||
|
$PYTHON -mvenv "$ROOTDIR"/.venv
|
||||||
|
_err_exit $? "Python failed to create virtual environment "$ROOTDIR"/.venv. Please see $TROUBLESHOOTING for help."
|
||||||
|
|
||||||
|
#--------------------------------------------------------------------------------
|
||||||
|
echo
|
||||||
|
echo "** Activating Virtual Environment for InvokeAI **"
|
||||||
|
|
||||||
|
source "$ROOTDIR"/.venv/bin/activate
|
||||||
|
_err_exit $? "Failed to activate virtual evironment "$ROOTDIR"/.venv. Please see $TROUBLESHOOTING for help."
|
||||||
|
|
||||||
|
PYTHON="$ROOTDIR"/.venv/bin/python
|
||||||
|
$PYTHON -mensurepip --upgrade
|
||||||
|
$PYTHON -mpip install --upgrade pip
|
||||||
|
|
||||||
|
#--------------------------------------------------------------------------------
|
||||||
|
echo
|
||||||
|
echo "*** Installing InvokeAI Dependencies ***"
|
||||||
|
|
||||||
|
if [ "$OS_NAME" == "osx" ]; then
|
||||||
|
echo "macOS detected. Installing MPS and CPU support."
|
||||||
|
egrep -v '^-e .' environments-and-requirements/requirements-mac-mps-cpu.txt >requirements.txt
|
||||||
|
else
|
||||||
|
if (lsmod | grep amdgpu) &>/dev/null ; then
|
||||||
|
readinput -e -p "Linux system with AMD GPU driver detected. Install ROCm AMD accelerated support? (Otherwise, CUDA support will be installed) [n]: " input
|
||||||
|
RESPONSE=${input:='n'}
|
||||||
|
if [ "$RESPONSE" != "n" ]; then
|
||||||
|
echo "Installing ROCm (AMD) support"
|
||||||
|
egrep -v '^-e .' environments-and-requirements/requirements-lin-amd.txt >requirements.txt
|
||||||
|
else
|
||||||
|
echo "Installing CUDA support"
|
||||||
|
egrep -v '^-e .' environments-and-requirements/requirements-lin-cuda.txt >requirements.txt
|
||||||
|
fi
|
||||||
|
else
|
||||||
|
echo "Linux system detected. Installing CUDA and CPU support."
|
||||||
|
egrep -v '^-e .' environments-and-requirements/requirements-lin-cuda.txt >requirements.txt
|
||||||
|
fi
|
||||||
|
fi
|
||||||
|
|
||||||
|
$PYTHON -mpip install --prefer-binary -r requirements.txt
|
||||||
|
_err_exit $? "Failed to install InvokeAI's dependencies."
|
||||||
|
|
||||||
|
#--------------------------------------------------------------------------------
|
||||||
|
echo
|
||||||
|
echo "*** Installing InvokeAI Modules and Executables ***"
|
||||||
|
$PYTHON -mpip install $INVOKE_AI_SRC
|
||||||
|
_err_exit $? "Installation of InvokeAI failed."
|
||||||
|
|
||||||
|
#--------------------------------------------------------------------------------
|
||||||
|
echo " *** Setting Up Root Directory "$ROOTDIR" *** "
|
||||||
|
cp -pr templates/rootdir/* "$ROOTDIR"/
|
||||||
|
cp templates/invoke.sh.in "$ROOTDIR"/invoke.sh
|
||||||
|
chmod a+rx "$ROOTDIR"/invoke.sh
|
||||||
|
cp templates/update.sh.in "$ROOTDIR"/update.sh
|
||||||
|
chmod a+rx "$ROOTDIR"/update.sh
|
||||||
|
|
||||||
|
# This allows the updater to work!
|
||||||
|
cp -pr environments-and-requirements requirements.txt "$ROOTDIR/"
|
||||||
|
|
||||||
|
#--------------------------------------------------------------------------------
|
||||||
|
echo
|
||||||
|
echo "*** Confguring InvokeAI ***"
|
||||||
|
pushd "$ROOTDIR" >/dev/null
|
||||||
|
$PYTHON ./.venv/bin/configure_invokeai.py --root="$ROOTDIR"
|
||||||
|
_err_exit $? "Initial configuration failed. Please see above error messages and $TROUBLESHOOTING for help."
|
||||||
|
|
||||||
|
#--------------------------------------------------------------------------------
|
||||||
|
popd
|
||||||
|
cp templates/invoke.sh.in "$ROOTDIR"/invoke.sh
|
||||||
|
chmod a+rx "$ROOTDIR"/invoke.sh
|
||||||
|
|
||||||
|
cp templates/update.sh.in "$ROOTDIR"/update.sh
|
||||||
|
chmod a+rx "$ROOTDIR"/update.sh
|
||||||
|
|
||||||
|
echo "You may now run InvokeAI by entering the directory $ROOTDIR and running invoke.sh:"
|
||||||
|
echo
|
||||||
|
echo " ${ROOTDIR}/invoke.sh"
|
||||||
|
echo
|
||||||
|
|
||||||
|
read -e -p "Run InvokeAI now? [y]:" input
|
||||||
|
RESPONSE=${input:='y'}
|
||||||
|
if [ "$RESPONSE" == 'y' ]; then
|
||||||
|
exec ${ROOTDIR}/invoke.sh
|
||||||
|
fi
|
|
@ -0,0 +1,52 @@
|
||||||
|
InvokeAI
|
||||||
|
|
||||||
|
Project homepage: https://github.com/invoke-ai/InvokeAI
|
||||||
|
|
||||||
|
Preparations:
|
||||||
|
|
||||||
|
You will need to install Python 3.9 or higher for this installer
|
||||||
|
to work. Instructions are given here:
|
||||||
|
https://invoke-ai.github.io/InvokeAI/installation/INSTALL_AUTOMATED/
|
||||||
|
|
||||||
|
Before you start the installer, please open up your system's command
|
||||||
|
line window (Terminal or Command) and type the commands:
|
||||||
|
|
||||||
|
python --version
|
||||||
|
|
||||||
|
If all is well, it will print "Python 3.X.X", where the version number
|
||||||
|
is at least 3.9.1
|
||||||
|
|
||||||
|
If this works, check the version of the Python package manager, pip:
|
||||||
|
|
||||||
|
pip --version
|
||||||
|
|
||||||
|
You should get a message that indicates that the pip package
|
||||||
|
installer was derived from Python 3.9 or 3.10. For example:
|
||||||
|
"pip 22.3.1 from /usr/bin/pip (python 3.9)"
|
||||||
|
|
||||||
|
Long Paths on Windows:
|
||||||
|
|
||||||
|
If you are on Windows, you will need to enable Windows Long Paths to
|
||||||
|
run InvokeAI successfully. If you're not sure what this is, you
|
||||||
|
almost certainly need to do this.
|
||||||
|
|
||||||
|
Simply double-click the "WinLongPathsEnabled.reg" file located in
|
||||||
|
this directory, and approve the Windows warnings. Note that you will
|
||||||
|
need to have admin privileges in order to do this.
|
||||||
|
|
||||||
|
Launching the installer:
|
||||||
|
|
||||||
|
Windows: double-click the 'install.bat' file (while keeping it inside
|
||||||
|
the InvokeAI-Installer folder).
|
||||||
|
|
||||||
|
Linux and Mac: Please open the terminal application and run
|
||||||
|
'./install.sh' (while keeping it inside the InvokeAI-Installer
|
||||||
|
folder).
|
||||||
|
|
||||||
|
The installer will create a directory named "invokeai" in the folder
|
||||||
|
of your choice. This directory contains everything you need to run
|
||||||
|
invokeai. Once InvokeAI is up and running, you may delete the
|
||||||
|
InvokeAI-Installer folder at your convenience.
|
||||||
|
|
||||||
|
For more information, please see
|
||||||
|
https://invoke-ai.github.io/InvokeAI/installation/INSTALL_AUTOMATED/
|
|
@ -0,0 +1,5 @@
|
||||||
|
-r environments-and-requirements/requirements-base.txt
|
||||||
|
# Get hardware-appropriate torch/torchvision
|
||||||
|
--extra-index-url https://download.pytorch.org/whl/rocm5.1.1 --trusted-host https://download.pytorch.org
|
||||||
|
torch
|
||||||
|
torchvision
|
|
@ -0,0 +1,37 @@
|
||||||
|
@echo off
|
||||||
|
|
||||||
|
PUSHD "%~dp0"
|
||||||
|
setlocal
|
||||||
|
|
||||||
|
call .venv\Scripts\activate.bat
|
||||||
|
set INVOKEAI_ROOT=.
|
||||||
|
|
||||||
|
echo Do you want to generate images using the
|
||||||
|
echo 1. command-line
|
||||||
|
echo 2. browser-based UI
|
||||||
|
echo 3. open the developer console
|
||||||
|
set /P restore="Please enter 1, 2 or 3: "
|
||||||
|
IF /I "%restore%" == "1" (
|
||||||
|
echo Starting the InvokeAI command-line..
|
||||||
|
python .venv\Scripts\invoke.py %*
|
||||||
|
) ELSE IF /I "%restore%" == "2" (
|
||||||
|
echo Starting the InvokeAI browser-based UI..
|
||||||
|
python .venv\Scripts\invoke.py --web %*
|
||||||
|
) ELSE IF /I "%restore%" == "3" (
|
||||||
|
echo Developer Console
|
||||||
|
echo Python command is:
|
||||||
|
where python
|
||||||
|
echo Python version is:
|
||||||
|
python --version
|
||||||
|
echo *************************
|
||||||
|
echo You are now in the system shell, with the local InvokeAI Python virtual environment activated,
|
||||||
|
echo so that you can troubleshoot this InvokeAI installation as necessary.
|
||||||
|
echo *************************
|
||||||
|
echo *** Type `exit` to quit this shell and deactivate the Python virtual environment ***
|
||||||
|
call cmd /k
|
||||||
|
) ELSE (
|
||||||
|
echo Invalid selection
|
||||||
|
pause
|
||||||
|
exit /b
|
||||||
|
)
|
||||||
|
endlocal
|
|
@ -0,0 +1,34 @@
|
||||||
|
#!/bin/bash
|
||||||
|
|
||||||
|
set -eu
|
||||||
|
|
||||||
|
# ensure we're in the correct folder in case user's CWD is somewhere else
|
||||||
|
scriptdir=$(dirname "$0")
|
||||||
|
cd "$scriptdir"
|
||||||
|
|
||||||
|
. .venv/bin/activate
|
||||||
|
|
||||||
|
export INVOKEAI_ROOT="$scriptdir"
|
||||||
|
|
||||||
|
# set required env var for torch on mac MPS
|
||||||
|
if [ "$(uname -s)" == "Darwin" ]; then
|
||||||
|
export PYTORCH_ENABLE_MPS_FALLBACK=1
|
||||||
|
fi
|
||||||
|
|
||||||
|
if [ "$0" != "bash" ]; then
|
||||||
|
echo "Do you want to generate images using the"
|
||||||
|
echo "1. command-line"
|
||||||
|
echo "2. browser-based UI"
|
||||||
|
echo "3. open the developer console"
|
||||||
|
read -p "Please enter 1, 2, or 3: " yn
|
||||||
|
case $yn in
|
||||||
|
1 ) printf "\nStarting the InvokeAI command-line..\n"; .venv/bin/python .venv/bin/invoke.py $*;;
|
||||||
|
2 ) printf "\nStarting the InvokeAI browser-based UI..\n"; .venv/bin/python .venv/bin/invoke.py --web $*;;
|
||||||
|
3 ) printf "\nDeveloper Console:\n"; file_name=$(basename "${BASH_SOURCE[0]}"); bash --init-file "$file_name";;
|
||||||
|
* ) echo "Invalid selection"; exit;;
|
||||||
|
esac
|
||||||
|
else # in developer console
|
||||||
|
python --version
|
||||||
|
echo "Press ^D to exit"
|
||||||
|
export PS1="(InvokeAI) \u@\h \w> "
|
||||||
|
fi
|
|
@ -0,0 +1,80 @@
|
||||||
|
stable-diffusion-1.5:
|
||||||
|
description: The newest Stable Diffusion version 1.5 weight file (4.27 GB)
|
||||||
|
repo_id: runwayml/stable-diffusion-v1-5
|
||||||
|
config: v1-inference.yaml
|
||||||
|
file: v1-5-pruned-emaonly.ckpt
|
||||||
|
recommended: true
|
||||||
|
width: 512
|
||||||
|
height: 512
|
||||||
|
inpainting-1.5:
|
||||||
|
description: RunwayML SD 1.5 model optimized for inpainting (4.27 GB)
|
||||||
|
repo_id: runwayml/stable-diffusion-inpainting
|
||||||
|
config: v1-inpainting-inference.yaml
|
||||||
|
file: sd-v1-5-inpainting.ckpt
|
||||||
|
recommended: True
|
||||||
|
width: 512
|
||||||
|
height: 512
|
||||||
|
ft-mse-improved-autoencoder-840000:
|
||||||
|
description: StabilityAI improved autoencoder fine-tuned for human faces (recommended; 335 MB)
|
||||||
|
repo_id: stabilityai/sd-vae-ft-mse-original
|
||||||
|
config: VAE/default
|
||||||
|
file: vae-ft-mse-840000-ema-pruned.ckpt
|
||||||
|
recommended: True
|
||||||
|
width: 512
|
||||||
|
height: 512
|
||||||
|
stable-diffusion-1.4:
|
||||||
|
description: The original Stable Diffusion version 1.4 weight file (4.27 GB)
|
||||||
|
repo_id: CompVis/stable-diffusion-v-1-4-original
|
||||||
|
config: v1-inference.yaml
|
||||||
|
file: sd-v1-4.ckpt
|
||||||
|
recommended: False
|
||||||
|
width: 512
|
||||||
|
height: 512
|
||||||
|
waifu-diffusion-1.3:
|
||||||
|
description: Stable Diffusion 1.4 fine tuned on anime-styled images (4.27 GB)
|
||||||
|
repo_id: hakurei/waifu-diffusion-v1-3
|
||||||
|
config: v1-inference.yaml
|
||||||
|
file: model-epoch09-float32.ckpt
|
||||||
|
recommended: False
|
||||||
|
width: 512
|
||||||
|
height: 512
|
||||||
|
trinart-2.0:
|
||||||
|
description: An SD model finetuned with ~40,000 assorted high resolution manga/anime-style pictures (2.13 GB)
|
||||||
|
repo_id: naclbit/trinart_stable_diffusion_v2
|
||||||
|
config: v1-inference.yaml
|
||||||
|
file: trinart2_step95000.ckpt
|
||||||
|
recommended: False
|
||||||
|
width: 512
|
||||||
|
height: 512
|
||||||
|
trinart_characters-1.0:
|
||||||
|
description: An SD model finetuned with 19.2M anime/manga style images (2.13 GB)
|
||||||
|
repo_id: naclbit/trinart_characters_19.2m_stable_diffusion_v1
|
||||||
|
config: v1-inference.yaml
|
||||||
|
file: trinart_characters_it4_v1.ckpt
|
||||||
|
recommended: False
|
||||||
|
width: 512
|
||||||
|
height: 512
|
||||||
|
trinart_vae:
|
||||||
|
description: Custom autoencoder for trinart_characters
|
||||||
|
repo_id: naclbit/trinart_characters_19.2m_stable_diffusion_v1
|
||||||
|
config: VAE/trinart
|
||||||
|
file: autoencoder_fix_kl-f8-trinart_characters.ckpt
|
||||||
|
recommended: False
|
||||||
|
width: 512
|
||||||
|
height: 512
|
||||||
|
papercut-1.0:
|
||||||
|
description: SD 1.5 fine-tuned for papercut art (use "PaperCut" in your prompts) (2.13 GB)
|
||||||
|
repo_id: Fictiverse/Stable_Diffusion_PaperCut_Model
|
||||||
|
config: v1-inference.yaml
|
||||||
|
file: PaperCut_v1.ckpt
|
||||||
|
recommended: False
|
||||||
|
width: 512
|
||||||
|
height: 512
|
||||||
|
voxel_art-1.0:
|
||||||
|
description: Stable Diffusion trained on voxel art (use "VoxelArt" in your prompts) (4.27 GB)
|
||||||
|
repo_id: Fictiverse/Stable_Diffusion_VoxelArt_Model
|
||||||
|
config: v1-inference.yaml
|
||||||
|
file: VoxelArt_v1.ckpt
|
||||||
|
recommended: False
|
||||||
|
width: 512
|
||||||
|
height: 512
|
|
@ -0,0 +1,29 @@
|
||||||
|
# This file describes the alternative machine learning models
|
||||||
|
# available to InvokeAI script.
|
||||||
|
#
|
||||||
|
# To add a new model, follow the examples below. Each
|
||||||
|
# model requires a model config file, a weights file,
|
||||||
|
# and the width and height of the images it
|
||||||
|
# was trained on.
|
||||||
|
stable-diffusion-1.5:
|
||||||
|
description: The newest Stable Diffusion version 1.5 weight file (4.27 GB)
|
||||||
|
weights: models/ldm/stable-diffusion-v1/v1-5-pruned-emaonly.ckpt
|
||||||
|
config: configs/stable-diffusion/v1-inference.yaml
|
||||||
|
width: 512
|
||||||
|
height: 512
|
||||||
|
vae: ./models/ldm/stable-diffusion-v1/vae-ft-mse-840000-ema-pruned.ckpt
|
||||||
|
default: true
|
||||||
|
stable-diffusion-1.4:
|
||||||
|
description: Stable Diffusion inference model version 1.4
|
||||||
|
config: configs/stable-diffusion/v1-inference.yaml
|
||||||
|
weights: models/ldm/stable-diffusion-v1/sd-v1-4.ckpt
|
||||||
|
vae: models/ldm/stable-diffusion-v1/vae-ft-mse-840000-ema-pruned.ckpt
|
||||||
|
width: 512
|
||||||
|
height: 512
|
||||||
|
inpainting-1.5:
|
||||||
|
weights: models/ldm/stable-diffusion-v1/sd-v1-5-inpainting.ckpt
|
||||||
|
config: configs/stable-diffusion/v1-inpainting-inference.yaml
|
||||||
|
vae: models/ldm/stable-diffusion-v1/vae-ft-mse-840000-ema-pruned.ckpt
|
||||||
|
description: RunwayML SD 1.5 model optimized for inpainting
|
||||||
|
width: 512
|
||||||
|
height: 512
|
|
@ -0,0 +1,803 @@
|
||||||
|
sd-concepts-library/001glitch-core
|
||||||
|
sd-concepts-library/2814-roth
|
||||||
|
sd-concepts-library/3d-female-cyborgs
|
||||||
|
sd-concepts-library/4tnght
|
||||||
|
sd-concepts-library/80s-anime-ai
|
||||||
|
sd-concepts-library/80s-anime-ai-being
|
||||||
|
sd-concepts-library/852style-girl
|
||||||
|
sd-concepts-library/8bit
|
||||||
|
sd-concepts-library/8sconception
|
||||||
|
sd-concepts-library/Aflac-duck
|
||||||
|
sd-concepts-library/Akitsuki
|
||||||
|
sd-concepts-library/Atako
|
||||||
|
sd-concepts-library/Exodus-Styling
|
||||||
|
sd-concepts-library/RINGAO
|
||||||
|
sd-concepts-library/a-female-hero-from-the-legend-of-mir
|
||||||
|
sd-concepts-library/a-hat-kid
|
||||||
|
sd-concepts-library/a-tale-of-two-empires
|
||||||
|
sd-concepts-library/aadhav-face
|
||||||
|
sd-concepts-library/aavegotchi
|
||||||
|
sd-concepts-library/abby-face
|
||||||
|
sd-concepts-library/abstract-concepts
|
||||||
|
sd-concepts-library/accurate-angel
|
||||||
|
sd-concepts-library/agm-style-nao
|
||||||
|
sd-concepts-library/aj-fosik
|
||||||
|
sd-concepts-library/alberto-mielgo
|
||||||
|
sd-concepts-library/alex-portugal
|
||||||
|
sd-concepts-library/alex-thumbnail-object-2000-steps
|
||||||
|
sd-concepts-library/aleyna-tilki
|
||||||
|
sd-concepts-library/alf
|
||||||
|
sd-concepts-library/alicebeta
|
||||||
|
sd-concepts-library/alien-avatar
|
||||||
|
sd-concepts-library/alisa
|
||||||
|
sd-concepts-library/all-rings-albuns
|
||||||
|
sd-concepts-library/altvent
|
||||||
|
sd-concepts-library/altyn-helmet
|
||||||
|
sd-concepts-library/amine
|
||||||
|
sd-concepts-library/amogus
|
||||||
|
sd-concepts-library/anders-zorn
|
||||||
|
sd-concepts-library/angus-mcbride-style
|
||||||
|
sd-concepts-library/animalve3-1500seq
|
||||||
|
sd-concepts-library/anime-background-style
|
||||||
|
sd-concepts-library/anime-background-style-v2
|
||||||
|
sd-concepts-library/anime-boy
|
||||||
|
sd-concepts-library/anime-girl
|
||||||
|
sd-concepts-library/anyXtronXredshift
|
||||||
|
sd-concepts-library/anya-forger
|
||||||
|
sd-concepts-library/apex-wingman
|
||||||
|
sd-concepts-library/apulian-rooster-v0-1
|
||||||
|
sd-concepts-library/arcane-face
|
||||||
|
sd-concepts-library/arcane-style-jv
|
||||||
|
sd-concepts-library/arcimboldo-style
|
||||||
|
sd-concepts-library/armando-reveron-style
|
||||||
|
sd-concepts-library/armor-concept
|
||||||
|
sd-concepts-library/arq-render
|
||||||
|
sd-concepts-library/art-brut
|
||||||
|
sd-concepts-library/arthur1
|
||||||
|
sd-concepts-library/artist-yukiko-kanagai
|
||||||
|
sd-concepts-library/arwijn
|
||||||
|
sd-concepts-library/ashiok
|
||||||
|
sd-concepts-library/at-wolf-boy-object
|
||||||
|
sd-concepts-library/atm-ant
|
||||||
|
sd-concepts-library/atm-ant-2
|
||||||
|
sd-concepts-library/axe-tattoo
|
||||||
|
sd-concepts-library/ayush-spider-spr
|
||||||
|
sd-concepts-library/azura-from-vibrant-venture
|
||||||
|
sd-concepts-library/ba-shiroko
|
||||||
|
sd-concepts-library/babau
|
||||||
|
sd-concepts-library/babs-bunny
|
||||||
|
sd-concepts-library/babushork
|
||||||
|
sd-concepts-library/backrooms
|
||||||
|
sd-concepts-library/bad_Hub_Hugh
|
||||||
|
sd-concepts-library/bada-club
|
||||||
|
sd-concepts-library/baldi
|
||||||
|
sd-concepts-library/baluchitherian
|
||||||
|
sd-concepts-library/bamse
|
||||||
|
sd-concepts-library/bamse-og-kylling
|
||||||
|
sd-concepts-library/bee
|
||||||
|
sd-concepts-library/beholder
|
||||||
|
sd-concepts-library/beldam
|
||||||
|
sd-concepts-library/belen
|
||||||
|
sd-concepts-library/bella-goth
|
||||||
|
sd-concepts-library/belle-delphine
|
||||||
|
sd-concepts-library/bert-muppet
|
||||||
|
sd-concepts-library/better-collage3
|
||||||
|
sd-concepts-library/between2-mt-fade
|
||||||
|
sd-concepts-library/birb-style
|
||||||
|
sd-concepts-library/black-and-white-design
|
||||||
|
sd-concepts-library/black-waifu
|
||||||
|
sd-concepts-library/bloo
|
||||||
|
sd-concepts-library/blue-haired-boy
|
||||||
|
sd-concepts-library/blue-zombie
|
||||||
|
sd-concepts-library/blue-zombiee
|
||||||
|
sd-concepts-library/bluebey
|
||||||
|
sd-concepts-library/bluebey-2
|
||||||
|
sd-concepts-library/bobs-burgers
|
||||||
|
sd-concepts-library/boissonnard
|
||||||
|
sd-concepts-library/bonzi-monkey
|
||||||
|
sd-concepts-library/borderlands
|
||||||
|
sd-concepts-library/bored-ape-textual-inversion
|
||||||
|
sd-concepts-library/boris-anderson
|
||||||
|
sd-concepts-library/bozo-22
|
||||||
|
sd-concepts-library/breakcore
|
||||||
|
sd-concepts-library/brittney-williams-art
|
||||||
|
sd-concepts-library/bruma
|
||||||
|
sd-concepts-library/brunnya
|
||||||
|
sd-concepts-library/buddha-statue
|
||||||
|
sd-concepts-library/bullvbear
|
||||||
|
sd-concepts-library/button-eyes
|
||||||
|
sd-concepts-library/canadian-goose
|
||||||
|
sd-concepts-library/canary-cap
|
||||||
|
sd-concepts-library/cancer_style
|
||||||
|
sd-concepts-library/captain-haddock
|
||||||
|
sd-concepts-library/captainkirb
|
||||||
|
sd-concepts-library/car-toy-rk
|
||||||
|
sd-concepts-library/carasibana
|
||||||
|
sd-concepts-library/carlitos-el-mago
|
||||||
|
sd-concepts-library/carrascharacter
|
||||||
|
sd-concepts-library/cartoona-animals
|
||||||
|
sd-concepts-library/cat-toy
|
||||||
|
sd-concepts-library/centaur
|
||||||
|
sd-concepts-library/cgdonny1
|
||||||
|
sd-concepts-library/cham
|
||||||
|
sd-concepts-library/chandra-nalaar
|
||||||
|
sd-concepts-library/char-con
|
||||||
|
sd-concepts-library/character-pingu
|
||||||
|
sd-concepts-library/cheburashka
|
||||||
|
sd-concepts-library/chen-1
|
||||||
|
sd-concepts-library/child-zombie
|
||||||
|
sd-concepts-library/chillpill
|
||||||
|
sd-concepts-library/chonkfrog
|
||||||
|
sd-concepts-library/chop
|
||||||
|
sd-concepts-library/christo-person
|
||||||
|
sd-concepts-library/chuck-walton
|
||||||
|
sd-concepts-library/chucky
|
||||||
|
sd-concepts-library/chungus-poodl-pet
|
||||||
|
sd-concepts-library/cindlop
|
||||||
|
sd-concepts-library/collage-cutouts
|
||||||
|
sd-concepts-library/collage14
|
||||||
|
sd-concepts-library/collage3
|
||||||
|
sd-concepts-library/collage3-hubcity
|
||||||
|
sd-concepts-library/cologne
|
||||||
|
sd-concepts-library/color-page
|
||||||
|
sd-concepts-library/colossus
|
||||||
|
sd-concepts-library/command-and-conquer-remastered-cameos
|
||||||
|
sd-concepts-library/concept-art
|
||||||
|
sd-concepts-library/conner-fawcett-style
|
||||||
|
sd-concepts-library/conway-pirate
|
||||||
|
sd-concepts-library/coop-himmelblau
|
||||||
|
sd-concepts-library/coraline
|
||||||
|
sd-concepts-library/cornell-box
|
||||||
|
sd-concepts-library/cortana
|
||||||
|
sd-concepts-library/covid-19-rapid-test
|
||||||
|
sd-concepts-library/cow-uwu
|
||||||
|
sd-concepts-library/cowboy
|
||||||
|
sd-concepts-library/crazy-1
|
||||||
|
sd-concepts-library/crazy-2
|
||||||
|
sd-concepts-library/crb-portraits
|
||||||
|
sd-concepts-library/crb-surrealz
|
||||||
|
sd-concepts-library/crbart
|
||||||
|
sd-concepts-library/crested-gecko
|
||||||
|
sd-concepts-library/crinos-form-garou
|
||||||
|
sd-concepts-library/cry-baby-style
|
||||||
|
sd-concepts-library/crybaby-style-2-0
|
||||||
|
sd-concepts-library/csgo-awp-object
|
||||||
|
sd-concepts-library/csgo-awp-texture-map
|
||||||
|
sd-concepts-library/cubex
|
||||||
|
sd-concepts-library/cumbia-peruana
|
||||||
|
sd-concepts-library/cute-bear
|
||||||
|
sd-concepts-library/cute-cat
|
||||||
|
sd-concepts-library/cute-game-style
|
||||||
|
sd-concepts-library/cyberpunk-lucy
|
||||||
|
sd-concepts-library/dabotap
|
||||||
|
sd-concepts-library/dan-mumford
|
||||||
|
sd-concepts-library/dan-seagrave-art-style
|
||||||
|
sd-concepts-library/dark-penguin-pinguinanimations
|
||||||
|
sd-concepts-library/darkpenguinanimatronic
|
||||||
|
sd-concepts-library/darkplane
|
||||||
|
sd-concepts-library/david-firth-artstyle
|
||||||
|
sd-concepts-library/david-martinez-cyberpunk
|
||||||
|
sd-concepts-library/david-martinez-edgerunners
|
||||||
|
sd-concepts-library/david-moreno-architecture
|
||||||
|
sd-concepts-library/daycare-attendant-sun-fnaf
|
||||||
|
sd-concepts-library/ddattender
|
||||||
|
sd-concepts-library/degods
|
||||||
|
sd-concepts-library/degodsheavy
|
||||||
|
sd-concepts-library/depthmap
|
||||||
|
sd-concepts-library/depthmap-style
|
||||||
|
sd-concepts-library/design
|
||||||
|
sd-concepts-library/detectivedinosaur1
|
||||||
|
sd-concepts-library/diaosu-toy
|
||||||
|
sd-concepts-library/dicoo
|
||||||
|
sd-concepts-library/dicoo2
|
||||||
|
sd-concepts-library/dishonored-portrait-styles
|
||||||
|
sd-concepts-library/disquieting-muses
|
||||||
|
sd-concepts-library/ditko
|
||||||
|
sd-concepts-library/dlooak
|
||||||
|
sd-concepts-library/doc
|
||||||
|
sd-concepts-library/doener-red-line-art
|
||||||
|
sd-concepts-library/dog
|
||||||
|
sd-concepts-library/dog-django
|
||||||
|
sd-concepts-library/doge-pound
|
||||||
|
sd-concepts-library/dong-ho
|
||||||
|
sd-concepts-library/dong-ho2
|
||||||
|
sd-concepts-library/doose-s-realistic-art-style
|
||||||
|
sd-concepts-library/dq10-anrushia
|
||||||
|
sd-concepts-library/dr-livesey
|
||||||
|
sd-concepts-library/dr-strange
|
||||||
|
sd-concepts-library/dragonborn
|
||||||
|
sd-concepts-library/dreamcore
|
||||||
|
sd-concepts-library/dreamy-painting
|
||||||
|
sd-concepts-library/drive-scorpion-jacket
|
||||||
|
sd-concepts-library/dsmuses
|
||||||
|
sd-concepts-library/dtv-pkmn
|
||||||
|
sd-concepts-library/dullboy-caricature
|
||||||
|
sd-concepts-library/duranduran
|
||||||
|
sd-concepts-library/durer-style
|
||||||
|
sd-concepts-library/dyoudim-style
|
||||||
|
sd-concepts-library/early-mishima-kurone
|
||||||
|
sd-concepts-library/eastward
|
||||||
|
sd-concepts-library/eddie
|
||||||
|
sd-concepts-library/edgerunners-style
|
||||||
|
sd-concepts-library/edgerunners-style-v2
|
||||||
|
sd-concepts-library/el-salvador-style-style
|
||||||
|
sd-concepts-library/elegant-flower
|
||||||
|
sd-concepts-library/elspeth-tirel
|
||||||
|
sd-concepts-library/eru-chitanda-casual
|
||||||
|
sd-concepts-library/erwin-olaf-style
|
||||||
|
sd-concepts-library/ettblackteapot
|
||||||
|
sd-concepts-library/explosions-cat
|
||||||
|
sd-concepts-library/eye-of-agamotto
|
||||||
|
sd-concepts-library/f-22
|
||||||
|
sd-concepts-library/facadeplace
|
||||||
|
sd-concepts-library/fairy-tale-painting-style
|
||||||
|
sd-concepts-library/fairytale
|
||||||
|
sd-concepts-library/fang-yuan-001
|
||||||
|
sd-concepts-library/faraon-love-shady
|
||||||
|
sd-concepts-library/fasina
|
||||||
|
sd-concepts-library/felps
|
||||||
|
sd-concepts-library/female-kpop-singer
|
||||||
|
sd-concepts-library/fergal-cat
|
||||||
|
sd-concepts-library/filename-2
|
||||||
|
sd-concepts-library/fileteado-porteno
|
||||||
|
sd-concepts-library/final-fantasy-logo
|
||||||
|
sd-concepts-library/fireworks-over-water
|
||||||
|
sd-concepts-library/fish
|
||||||
|
sd-concepts-library/flag-ussr
|
||||||
|
sd-concepts-library/flatic
|
||||||
|
sd-concepts-library/floral
|
||||||
|
sd-concepts-library/fluid-acrylic-jellyfish-creatures-style-of-carl-ingram-art
|
||||||
|
sd-concepts-library/fnf-boyfriend
|
||||||
|
sd-concepts-library/fold-structure
|
||||||
|
sd-concepts-library/fox-purple
|
||||||
|
sd-concepts-library/fractal
|
||||||
|
sd-concepts-library/fractal-flame
|
||||||
|
sd-concepts-library/fractal-temple-style
|
||||||
|
sd-concepts-library/frank-frazetta
|
||||||
|
sd-concepts-library/franz-unterberger
|
||||||
|
sd-concepts-library/freddy-fazbear
|
||||||
|
sd-concepts-library/freefonix-style
|
||||||
|
sd-concepts-library/furrpopasthetic
|
||||||
|
sd-concepts-library/fursona
|
||||||
|
sd-concepts-library/fzk
|
||||||
|
sd-concepts-library/galaxy-explorer
|
||||||
|
sd-concepts-library/ganyu-genshin-impact
|
||||||
|
sd-concepts-library/garcon-the-cat
|
||||||
|
sd-concepts-library/garfield-pizza-plush
|
||||||
|
sd-concepts-library/garfield-pizza-plush-v2
|
||||||
|
sd-concepts-library/gba-fe-class-cards
|
||||||
|
sd-concepts-library/gba-pokemon-sprites
|
||||||
|
sd-concepts-library/geggin
|
||||||
|
sd-concepts-library/ggplot2
|
||||||
|
sd-concepts-library/ghost-style
|
||||||
|
sd-concepts-library/ghostproject-men
|
||||||
|
sd-concepts-library/gibasachan-v0
|
||||||
|
sd-concepts-library/gim
|
||||||
|
sd-concepts-library/gio
|
||||||
|
sd-concepts-library/giygas
|
||||||
|
sd-concepts-library/glass-pipe
|
||||||
|
sd-concepts-library/glass-prism-cube
|
||||||
|
sd-concepts-library/glow-forest
|
||||||
|
sd-concepts-library/goku
|
||||||
|
sd-concepts-library/gram-tops
|
||||||
|
sd-concepts-library/green-blue-shanshui
|
||||||
|
sd-concepts-library/green-tent
|
||||||
|
sd-concepts-library/grifter
|
||||||
|
sd-concepts-library/grisstyle
|
||||||
|
sd-concepts-library/grit-toy
|
||||||
|
sd-concepts-library/gt-color-paint-2
|
||||||
|
sd-concepts-library/gta5-artwork
|
||||||
|
sd-concepts-library/guttestreker
|
||||||
|
sd-concepts-library/gymnastics-leotard-v2
|
||||||
|
sd-concepts-library/half-life-2-dog
|
||||||
|
sd-concepts-library/handstand
|
||||||
|
sd-concepts-library/hanfu-anime-style
|
||||||
|
sd-concepts-library/happy-chaos
|
||||||
|
sd-concepts-library/happy-person12345
|
||||||
|
sd-concepts-library/happy-person12345-assets
|
||||||
|
sd-concepts-library/harley-quinn
|
||||||
|
sd-concepts-library/harmless-ai-1
|
||||||
|
sd-concepts-library/harmless-ai-house-style-1
|
||||||
|
sd-concepts-library/hd-emoji
|
||||||
|
sd-concepts-library/heather
|
||||||
|
sd-concepts-library/henjo-techno-show
|
||||||
|
sd-concepts-library/herge-style
|
||||||
|
sd-concepts-library/hiten-style-nao
|
||||||
|
sd-concepts-library/hitokomoru-style-nao
|
||||||
|
sd-concepts-library/hiyuki-chan
|
||||||
|
sd-concepts-library/hk-bamboo
|
||||||
|
sd-concepts-library/hk-betweenislands
|
||||||
|
sd-concepts-library/hk-bicycle
|
||||||
|
sd-concepts-library/hk-blackandwhite
|
||||||
|
sd-concepts-library/hk-breakfast
|
||||||
|
sd-concepts-library/hk-buses
|
||||||
|
sd-concepts-library/hk-clouds
|
||||||
|
sd-concepts-library/hk-goldbuddha
|
||||||
|
sd-concepts-library/hk-goldenlantern
|
||||||
|
sd-concepts-library/hk-hkisland
|
||||||
|
sd-concepts-library/hk-leaves
|
||||||
|
sd-concepts-library/hk-market
|
||||||
|
sd-concepts-library/hk-oldcamera
|
||||||
|
sd-concepts-library/hk-opencamera
|
||||||
|
sd-concepts-library/hk-peach
|
||||||
|
sd-concepts-library/hk-phonevax
|
||||||
|
sd-concepts-library/hk-streetpeople
|
||||||
|
sd-concepts-library/hk-vintage
|
||||||
|
sd-concepts-library/hoi4
|
||||||
|
sd-concepts-library/hoi4-leaders
|
||||||
|
sd-concepts-library/homestuck-sprite
|
||||||
|
sd-concepts-library/homestuck-troll
|
||||||
|
sd-concepts-library/hours-sentry-fade
|
||||||
|
sd-concepts-library/hours-style
|
||||||
|
sd-concepts-library/hrgiger-drmacabre
|
||||||
|
sd-concepts-library/huang-guang-jian
|
||||||
|
sd-concepts-library/huatli
|
||||||
|
sd-concepts-library/huayecai820-greyscale
|
||||||
|
sd-concepts-library/hub-city
|
||||||
|
sd-concepts-library/hubris-oshri
|
||||||
|
sd-concepts-library/huckleberry
|
||||||
|
sd-concepts-library/hydrasuit
|
||||||
|
sd-concepts-library/i-love-chaos
|
||||||
|
sd-concepts-library/ibere-thenorio
|
||||||
|
sd-concepts-library/ic0n
|
||||||
|
sd-concepts-library/ie-gravestone
|
||||||
|
sd-concepts-library/ikea-fabler
|
||||||
|
sd-concepts-library/illustration-style
|
||||||
|
sd-concepts-library/ilo-kunst
|
||||||
|
sd-concepts-library/ilya-shkipin
|
||||||
|
sd-concepts-library/im-poppy
|
||||||
|
sd-concepts-library/ina-art
|
||||||
|
sd-concepts-library/indian-watercolor-portraits
|
||||||
|
sd-concepts-library/indiana
|
||||||
|
sd-concepts-library/ingmar-bergman
|
||||||
|
sd-concepts-library/insidewhale
|
||||||
|
sd-concepts-library/interchanges
|
||||||
|
sd-concepts-library/inuyama-muneto-style-nao
|
||||||
|
sd-concepts-library/irasutoya
|
||||||
|
sd-concepts-library/iridescent-illustration-style
|
||||||
|
sd-concepts-library/iridescent-photo-style
|
||||||
|
sd-concepts-library/isabell-schulte-pv-pvii-3000steps
|
||||||
|
sd-concepts-library/isabell-schulte-pviii-1-image-style
|
||||||
|
sd-concepts-library/isabell-schulte-pviii-1024px-1500-steps-style
|
||||||
|
sd-concepts-library/isabell-schulte-pviii-12tiles-3000steps-style
|
||||||
|
sd-concepts-library/isabell-schulte-pviii-4-tiles-1-lr-3000-steps-style
|
||||||
|
sd-concepts-library/isabell-schulte-pviii-4-tiles-3-lr-5000-steps-style
|
||||||
|
sd-concepts-library/isabell-schulte-pviii-4tiles-500steps
|
||||||
|
sd-concepts-library/isabell-schulte-pviii-4tiles-6000steps
|
||||||
|
sd-concepts-library/isabell-schulte-pviii-style
|
||||||
|
sd-concepts-library/isometric-tile-test
|
||||||
|
sd-concepts-library/jacqueline-the-unicorn
|
||||||
|
sd-concepts-library/james-web-space-telescope
|
||||||
|
sd-concepts-library/jamie-hewlett-style
|
||||||
|
sd-concepts-library/jamiels
|
||||||
|
sd-concepts-library/jang-sung-rak-style
|
||||||
|
sd-concepts-library/jetsetdreamcastcovers
|
||||||
|
sd-concepts-library/jin-kisaragi
|
||||||
|
sd-concepts-library/jinjoon-lee-they
|
||||||
|
sd-concepts-library/jm-bergling-monogram
|
||||||
|
sd-concepts-library/joe-mad
|
||||||
|
sd-concepts-library/joe-whiteford-art-style
|
||||||
|
sd-concepts-library/joemad
|
||||||
|
sd-concepts-library/john-blanche
|
||||||
|
sd-concepts-library/johnny-silverhand
|
||||||
|
sd-concepts-library/jojo-bizzare-adventure-manga-lineart
|
||||||
|
sd-concepts-library/jos-de-kat
|
||||||
|
sd-concepts-library/junji-ito-artstyle
|
||||||
|
sd-concepts-library/kaleido
|
||||||
|
sd-concepts-library/kaneoya-sachiko
|
||||||
|
sd-concepts-library/kanovt
|
||||||
|
sd-concepts-library/kanv1
|
||||||
|
sd-concepts-library/karan-gloomy
|
||||||
|
sd-concepts-library/karl-s-lzx-1
|
||||||
|
sd-concepts-library/kasumin
|
||||||
|
sd-concepts-library/kawaii-colors
|
||||||
|
sd-concepts-library/kawaii-girl-plus-object
|
||||||
|
sd-concepts-library/kawaii-girl-plus-style
|
||||||
|
sd-concepts-library/kawaii-girl-plus-style-v1-1
|
||||||
|
sd-concepts-library/kay
|
||||||
|
sd-concepts-library/kaya-ghost-assasin
|
||||||
|
sd-concepts-library/ki
|
||||||
|
sd-concepts-library/kinda-sus
|
||||||
|
sd-concepts-library/kings-quest-agd
|
||||||
|
sd-concepts-library/kiora
|
||||||
|
sd-concepts-library/kira-sensei
|
||||||
|
sd-concepts-library/kirby
|
||||||
|
sd-concepts-library/klance
|
||||||
|
sd-concepts-library/kodakvision500t
|
||||||
|
sd-concepts-library/kogatan-shiny
|
||||||
|
sd-concepts-library/kogecha
|
||||||
|
sd-concepts-library/kojima-ayami
|
||||||
|
sd-concepts-library/koko-dog
|
||||||
|
sd-concepts-library/kuvshinov
|
||||||
|
sd-concepts-library/kysa-v-style
|
||||||
|
sd-concepts-library/laala-character
|
||||||
|
sd-concepts-library/larrette
|
||||||
|
sd-concepts-library/lavko
|
||||||
|
sd-concepts-library/lazytown-stephanie
|
||||||
|
sd-concepts-library/ldr
|
||||||
|
sd-concepts-library/ldrs
|
||||||
|
sd-concepts-library/led-toy
|
||||||
|
sd-concepts-library/lego-astronaut
|
||||||
|
sd-concepts-library/leica
|
||||||
|
sd-concepts-library/leif-jones
|
||||||
|
sd-concepts-library/lex
|
||||||
|
sd-concepts-library/liliana
|
||||||
|
sd-concepts-library/liliana-vess
|
||||||
|
sd-concepts-library/liminal-spaces-2-0
|
||||||
|
sd-concepts-library/liminalspaces
|
||||||
|
sd-concepts-library/line-art
|
||||||
|
sd-concepts-library/line-style
|
||||||
|
sd-concepts-library/linnopoke
|
||||||
|
sd-concepts-library/liquid-light
|
||||||
|
sd-concepts-library/liqwid-aquafarmer
|
||||||
|
sd-concepts-library/lizardman
|
||||||
|
sd-concepts-library/loab-character
|
||||||
|
sd-concepts-library/loab-style
|
||||||
|
sd-concepts-library/lofa
|
||||||
|
sd-concepts-library/logo-with-face-on-shield
|
||||||
|
sd-concepts-library/lolo
|
||||||
|
sd-concepts-library/looney-anime
|
||||||
|
sd-concepts-library/lost-rapper
|
||||||
|
sd-concepts-library/lphr-style
|
||||||
|
sd-concepts-library/lucario
|
||||||
|
sd-concepts-library/lucky-luke
|
||||||
|
sd-concepts-library/lugal-ki-en
|
||||||
|
sd-concepts-library/luinv2
|
||||||
|
sd-concepts-library/lula-13
|
||||||
|
sd-concepts-library/lumio
|
||||||
|
sd-concepts-library/lxj-o4
|
||||||
|
sd-concepts-library/m-geo
|
||||||
|
sd-concepts-library/m-geoo
|
||||||
|
sd-concepts-library/madhubani-art
|
||||||
|
sd-concepts-library/mafalda-character
|
||||||
|
sd-concepts-library/magic-pengel
|
||||||
|
sd-concepts-library/malika-favre-art-style
|
||||||
|
sd-concepts-library/manga-style
|
||||||
|
sd-concepts-library/marbling-art
|
||||||
|
sd-concepts-library/margo
|
||||||
|
sd-concepts-library/marty
|
||||||
|
sd-concepts-library/marty6
|
||||||
|
sd-concepts-library/mass
|
||||||
|
sd-concepts-library/masyanya
|
||||||
|
sd-concepts-library/masyunya
|
||||||
|
sd-concepts-library/mate
|
||||||
|
sd-concepts-library/matthew-stone
|
||||||
|
sd-concepts-library/mattvidpro
|
||||||
|
sd-concepts-library/maurice-quentin-de-la-tour-style
|
||||||
|
sd-concepts-library/maus
|
||||||
|
sd-concepts-library/max-foley
|
||||||
|
sd-concepts-library/mayor-richard-irvin
|
||||||
|
sd-concepts-library/mechasoulall
|
||||||
|
sd-concepts-library/medazzaland
|
||||||
|
sd-concepts-library/memnarch-mtg
|
||||||
|
sd-concepts-library/metagabe
|
||||||
|
sd-concepts-library/meyoco
|
||||||
|
sd-concepts-library/meze-audio-elite-headphones
|
||||||
|
sd-concepts-library/midjourney-style
|
||||||
|
sd-concepts-library/mikako-method
|
||||||
|
sd-concepts-library/mikako-methodi2i
|
||||||
|
sd-concepts-library/miko-3-robot
|
||||||
|
sd-concepts-library/milady
|
||||||
|
sd-concepts-library/mildemelwe-style
|
||||||
|
sd-concepts-library/million-live-akane-15k
|
||||||
|
sd-concepts-library/million-live-akane-3k
|
||||||
|
sd-concepts-library/million-live-akane-shifuku-3k
|
||||||
|
sd-concepts-library/million-live-spade-q-object-3k
|
||||||
|
sd-concepts-library/million-live-spade-q-style-3k
|
||||||
|
sd-concepts-library/minecraft-concept-art
|
||||||
|
sd-concepts-library/mishima-kurone
|
||||||
|
sd-concepts-library/mizkif
|
||||||
|
sd-concepts-library/moeb-style
|
||||||
|
sd-concepts-library/moebius
|
||||||
|
sd-concepts-library/mokoko
|
||||||
|
sd-concepts-library/mokoko-seed
|
||||||
|
sd-concepts-library/monster-girl
|
||||||
|
sd-concepts-library/monster-toy
|
||||||
|
sd-concepts-library/monte-novo
|
||||||
|
sd-concepts-library/moo-moo
|
||||||
|
sd-concepts-library/morino-hon-style
|
||||||
|
sd-concepts-library/moxxi
|
||||||
|
sd-concepts-library/msg
|
||||||
|
sd-concepts-library/mtg-card
|
||||||
|
sd-concepts-library/mtl-longsky
|
||||||
|
sd-concepts-library/mu-sadr
|
||||||
|
sd-concepts-library/munch-leaks-style
|
||||||
|
sd-concepts-library/museum-by-coop-himmelblau
|
||||||
|
sd-concepts-library/muxoyara
|
||||||
|
sd-concepts-library/my-hero-academia-style
|
||||||
|
sd-concepts-library/my-mug
|
||||||
|
sd-concepts-library/mycat
|
||||||
|
sd-concepts-library/mystical-nature
|
||||||
|
sd-concepts-library/naf
|
||||||
|
sd-concepts-library/nahiri
|
||||||
|
sd-concepts-library/namine-ritsu
|
||||||
|
sd-concepts-library/naoki-saito
|
||||||
|
sd-concepts-library/nard-style
|
||||||
|
sd-concepts-library/naruto
|
||||||
|
sd-concepts-library/natasha-johnston
|
||||||
|
sd-concepts-library/nathan-wyatt
|
||||||
|
sd-concepts-library/naval-portrait
|
||||||
|
sd-concepts-library/nazuna
|
||||||
|
sd-concepts-library/nebula
|
||||||
|
sd-concepts-library/ned-flanders
|
||||||
|
sd-concepts-library/neon-pastel
|
||||||
|
sd-concepts-library/new-priests
|
||||||
|
sd-concepts-library/nic-papercuts
|
||||||
|
sd-concepts-library/nikodim
|
||||||
|
sd-concepts-library/nissa-revane
|
||||||
|
sd-concepts-library/nixeu
|
||||||
|
sd-concepts-library/noggles
|
||||||
|
sd-concepts-library/nomad
|
||||||
|
sd-concepts-library/nouns-glasses
|
||||||
|
sd-concepts-library/obama-based-on-xi
|
||||||
|
sd-concepts-library/obama-self-2
|
||||||
|
sd-concepts-library/og-mox-style
|
||||||
|
sd-concepts-library/ohisashiburi-style
|
||||||
|
sd-concepts-library/oleg-kuvaev
|
||||||
|
sd-concepts-library/olli-olli
|
||||||
|
sd-concepts-library/on-kawara
|
||||||
|
sd-concepts-library/one-line-drawing
|
||||||
|
sd-concepts-library/onepunchman
|
||||||
|
sd-concepts-library/onzpo
|
||||||
|
sd-concepts-library/orangejacket
|
||||||
|
sd-concepts-library/ori
|
||||||
|
sd-concepts-library/ori-toor
|
||||||
|
sd-concepts-library/orientalist-art
|
||||||
|
sd-concepts-library/osaka-jyo
|
||||||
|
sd-concepts-library/osaka-jyo2
|
||||||
|
sd-concepts-library/osrsmini2
|
||||||
|
sd-concepts-library/osrstiny
|
||||||
|
sd-concepts-library/other-mother
|
||||||
|
sd-concepts-library/ouroboros
|
||||||
|
sd-concepts-library/outfit-items
|
||||||
|
sd-concepts-library/overprettified
|
||||||
|
sd-concepts-library/owl-house
|
||||||
|
sd-concepts-library/painted-by-silver-of-999
|
||||||
|
sd-concepts-library/painted-by-silver-of-999-2
|
||||||
|
sd-concepts-library/painted-student
|
||||||
|
sd-concepts-library/painting
|
||||||
|
sd-concepts-library/pantone-milk
|
||||||
|
sd-concepts-library/paolo-bonolis
|
||||||
|
sd-concepts-library/party-girl
|
||||||
|
sd-concepts-library/pascalsibertin
|
||||||
|
sd-concepts-library/pastelartstyle
|
||||||
|
sd-concepts-library/paul-noir
|
||||||
|
sd-concepts-library/pen-ink-portraits-bennorthen
|
||||||
|
sd-concepts-library/phan
|
||||||
|
sd-concepts-library/phan-s-collage
|
||||||
|
sd-concepts-library/phc
|
||||||
|
sd-concepts-library/phoenix-01
|
||||||
|
sd-concepts-library/pineda-david
|
||||||
|
sd-concepts-library/pink-beast-pastelae-style
|
||||||
|
sd-concepts-library/pintu
|
||||||
|
sd-concepts-library/pion-by-august-semionov
|
||||||
|
sd-concepts-library/piotr-jablonski
|
||||||
|
sd-concepts-library/pixel-mania
|
||||||
|
sd-concepts-library/pixel-toy
|
||||||
|
sd-concepts-library/pjablonski-style
|
||||||
|
sd-concepts-library/plant-style
|
||||||
|
sd-concepts-library/plen-ki-mun
|
||||||
|
sd-concepts-library/pokemon-conquest-sprites
|
||||||
|
sd-concepts-library/pool-test
|
||||||
|
sd-concepts-library/poolrooms
|
||||||
|
sd-concepts-library/poring-ragnarok-online
|
||||||
|
sd-concepts-library/poutine-dish
|
||||||
|
sd-concepts-library/princess-knight-art
|
||||||
|
sd-concepts-library/progress-chip
|
||||||
|
sd-concepts-library/puerquis-toy
|
||||||
|
sd-concepts-library/purplefishli
|
||||||
|
sd-concepts-library/pyramidheadcosplay
|
||||||
|
sd-concepts-library/qpt-atrium
|
||||||
|
sd-concepts-library/quiesel
|
||||||
|
sd-concepts-library/r-crumb-style
|
||||||
|
sd-concepts-library/rahkshi-bionicle
|
||||||
|
sd-concepts-library/raichu
|
||||||
|
sd-concepts-library/rail-scene
|
||||||
|
sd-concepts-library/rail-scene-style
|
||||||
|
sd-concepts-library/ralph-mcquarrie
|
||||||
|
sd-concepts-library/ransom
|
||||||
|
sd-concepts-library/rayne-weynolds
|
||||||
|
sd-concepts-library/rcrumb-portraits-style
|
||||||
|
sd-concepts-library/rd-chaos
|
||||||
|
sd-concepts-library/rd-paintings
|
||||||
|
sd-concepts-library/red-glasses
|
||||||
|
sd-concepts-library/reeducation-camp
|
||||||
|
sd-concepts-library/reksio-dog
|
||||||
|
sd-concepts-library/rektguy
|
||||||
|
sd-concepts-library/remert
|
||||||
|
sd-concepts-library/renalla
|
||||||
|
sd-concepts-library/repeat
|
||||||
|
sd-concepts-library/retro-girl
|
||||||
|
sd-concepts-library/retro-mecha-rangers
|
||||||
|
sd-concepts-library/retropixelart-pinguin
|
||||||
|
sd-concepts-library/rex-deno
|
||||||
|
sd-concepts-library/rhizomuse-machine-bionic-sculpture
|
||||||
|
sd-concepts-library/ricar
|
||||||
|
sd-concepts-library/rickyart
|
||||||
|
sd-concepts-library/rico-face
|
||||||
|
sd-concepts-library/riker-doll
|
||||||
|
sd-concepts-library/rikiart
|
||||||
|
sd-concepts-library/rikiboy-art
|
||||||
|
sd-concepts-library/rilakkuma
|
||||||
|
sd-concepts-library/rishusei-style
|
||||||
|
sd-concepts-library/rj-palmer
|
||||||
|
sd-concepts-library/rl-pkmn-test
|
||||||
|
sd-concepts-library/road-to-ruin
|
||||||
|
sd-concepts-library/robertnava
|
||||||
|
sd-concepts-library/roblox-avatar
|
||||||
|
sd-concepts-library/roy-lichtenstein
|
||||||
|
sd-concepts-library/ruan-jia
|
||||||
|
sd-concepts-library/russian
|
||||||
|
sd-concepts-library/s1m-naoto-ohshima
|
||||||
|
sd-concepts-library/saheeli-rai
|
||||||
|
sd-concepts-library/sakimi-style
|
||||||
|
sd-concepts-library/salmonid
|
||||||
|
sd-concepts-library/sam-yang
|
||||||
|
sd-concepts-library/sanguo-guanyu
|
||||||
|
sd-concepts-library/sas-style
|
||||||
|
sd-concepts-library/scarlet-witch
|
||||||
|
sd-concepts-library/schloss-mosigkau
|
||||||
|
sd-concepts-library/scrap-style
|
||||||
|
sd-concepts-library/scratch-project
|
||||||
|
sd-concepts-library/sculptural-style
|
||||||
|
sd-concepts-library/sd-concepts-library-uma-meme
|
||||||
|
sd-concepts-library/seamless-ground
|
||||||
|
sd-concepts-library/selezneva-alisa
|
||||||
|
sd-concepts-library/sem-mac2n
|
||||||
|
sd-concepts-library/senneca
|
||||||
|
sd-concepts-library/seraphimmoonshadow-art
|
||||||
|
sd-concepts-library/sewerslvt
|
||||||
|
sd-concepts-library/she-hulk-law-art
|
||||||
|
sd-concepts-library/she-mask
|
||||||
|
sd-concepts-library/sherhook-painting
|
||||||
|
sd-concepts-library/sherhook-painting-v2
|
||||||
|
sd-concepts-library/shev-linocut
|
||||||
|
sd-concepts-library/shigure-ui-style
|
||||||
|
sd-concepts-library/shiny-polyman
|
||||||
|
sd-concepts-library/shrunken-head
|
||||||
|
sd-concepts-library/shu-doll
|
||||||
|
sd-concepts-library/shvoren-style
|
||||||
|
sd-concepts-library/sims-2-portrait
|
||||||
|
sd-concepts-library/singsing
|
||||||
|
sd-concepts-library/singsing-doll
|
||||||
|
sd-concepts-library/sintez-ico
|
||||||
|
sd-concepts-library/skyfalls
|
||||||
|
sd-concepts-library/slm
|
||||||
|
sd-concepts-library/smarties
|
||||||
|
sd-concepts-library/smiling-friend-style
|
||||||
|
sd-concepts-library/smooth-pencils
|
||||||
|
sd-concepts-library/smurf-style
|
||||||
|
sd-concepts-library/smw-map
|
||||||
|
sd-concepts-library/society-finch
|
||||||
|
sd-concepts-library/sorami-style
|
||||||
|
sd-concepts-library/spider-gwen
|
||||||
|
sd-concepts-library/spritual-monsters
|
||||||
|
sd-concepts-library/stable-diffusion-conceptualizer
|
||||||
|
sd-concepts-library/star-tours-posters
|
||||||
|
sd-concepts-library/stardew-valley-pixel-art
|
||||||
|
sd-concepts-library/starhavenmachinegods
|
||||||
|
sd-concepts-library/sterling-archer
|
||||||
|
sd-concepts-library/stretch-re1-robot
|
||||||
|
sd-concepts-library/stuffed-penguin-toy
|
||||||
|
sd-concepts-library/style-of-marc-allante
|
||||||
|
sd-concepts-library/summie-style
|
||||||
|
sd-concepts-library/sunfish
|
||||||
|
sd-concepts-library/super-nintendo-cartridge
|
||||||
|
sd-concepts-library/supitcha-mask
|
||||||
|
sd-concepts-library/sushi-pixel
|
||||||
|
sd-concepts-library/swamp-choe-2
|
||||||
|
sd-concepts-library/t-skrang
|
||||||
|
sd-concepts-library/takuji-kawano
|
||||||
|
sd-concepts-library/tamiyo
|
||||||
|
sd-concepts-library/tangles
|
||||||
|
sd-concepts-library/tb303
|
||||||
|
sd-concepts-library/tcirle
|
||||||
|
sd-concepts-library/teelip-ir-landscape
|
||||||
|
sd-concepts-library/teferi
|
||||||
|
sd-concepts-library/tela-lenca
|
||||||
|
sd-concepts-library/tela-lenca2
|
||||||
|
sd-concepts-library/terraria-style
|
||||||
|
sd-concepts-library/tesla-bot
|
||||||
|
sd-concepts-library/test
|
||||||
|
sd-concepts-library/test-epson
|
||||||
|
sd-concepts-library/test2
|
||||||
|
sd-concepts-library/testing
|
||||||
|
sd-concepts-library/thalasin
|
||||||
|
sd-concepts-library/thegeneral
|
||||||
|
sd-concepts-library/thorneworks
|
||||||
|
sd-concepts-library/threestooges
|
||||||
|
sd-concepts-library/thunderdome-cover
|
||||||
|
sd-concepts-library/thunderdome-covers
|
||||||
|
sd-concepts-library/ti-junglepunk-v0
|
||||||
|
sd-concepts-library/tili-concept
|
||||||
|
sd-concepts-library/titan-robot
|
||||||
|
sd-concepts-library/tnj
|
||||||
|
sd-concepts-library/toho-pixel
|
||||||
|
sd-concepts-library/tomcat
|
||||||
|
sd-concepts-library/tonal1
|
||||||
|
sd-concepts-library/tony-diterlizzi-s-planescape-art
|
||||||
|
sd-concepts-library/towerplace
|
||||||
|
sd-concepts-library/toy
|
||||||
|
sd-concepts-library/toy-bonnie-plush
|
||||||
|
sd-concepts-library/toyota-sera
|
||||||
|
sd-concepts-library/transmutation-circles
|
||||||
|
sd-concepts-library/trash-polka-artstyle
|
||||||
|
sd-concepts-library/travis-bedel
|
||||||
|
sd-concepts-library/trigger-studio
|
||||||
|
sd-concepts-library/trust-support
|
||||||
|
sd-concepts-library/trypophobia
|
||||||
|
sd-concepts-library/ttte
|
||||||
|
sd-concepts-library/tubby
|
||||||
|
sd-concepts-library/tubby-cats
|
||||||
|
sd-concepts-library/tudisco
|
||||||
|
sd-concepts-library/turtlepics
|
||||||
|
sd-concepts-library/type
|
||||||
|
sd-concepts-library/ugly-sonic
|
||||||
|
sd-concepts-library/uliana-kudinova
|
||||||
|
sd-concepts-library/uma
|
||||||
|
sd-concepts-library/uma-clean-object
|
||||||
|
sd-concepts-library/uma-meme
|
||||||
|
sd-concepts-library/uma-meme-style
|
||||||
|
sd-concepts-library/uma-style-classic
|
||||||
|
sd-concepts-library/unfinished-building
|
||||||
|
sd-concepts-library/urivoldemort
|
||||||
|
sd-concepts-library/uzumaki
|
||||||
|
sd-concepts-library/valorantstyle
|
||||||
|
sd-concepts-library/vb-mox
|
||||||
|
sd-concepts-library/vcr-classique
|
||||||
|
sd-concepts-library/venice
|
||||||
|
sd-concepts-library/vespertine
|
||||||
|
sd-concepts-library/victor-narm
|
||||||
|
sd-concepts-library/vietstoneking
|
||||||
|
sd-concepts-library/vivien-reid
|
||||||
|
sd-concepts-library/vkuoo1
|
||||||
|
sd-concepts-library/vraska
|
||||||
|
sd-concepts-library/w3u
|
||||||
|
sd-concepts-library/walter-wick-photography
|
||||||
|
sd-concepts-library/warhammer-40k-drawing-style
|
||||||
|
sd-concepts-library/waterfallshadow
|
||||||
|
sd-concepts-library/wayne-reynolds-character
|
||||||
|
sd-concepts-library/wedding
|
||||||
|
sd-concepts-library/wedding-HandPainted
|
||||||
|
sd-concepts-library/werebloops
|
||||||
|
sd-concepts-library/wheatland
|
||||||
|
sd-concepts-library/wheatland-arknight
|
||||||
|
sd-concepts-library/wheelchair
|
||||||
|
sd-concepts-library/wildkat
|
||||||
|
sd-concepts-library/willy-hd
|
||||||
|
sd-concepts-library/wire-angels
|
||||||
|
sd-concepts-library/wish-artist-stile
|
||||||
|
sd-concepts-library/wlop-style
|
||||||
|
sd-concepts-library/wojak
|
||||||
|
sd-concepts-library/wojaks-now
|
||||||
|
sd-concepts-library/wojaks-now-now-now
|
||||||
|
sd-concepts-library/xatu
|
||||||
|
sd-concepts-library/xatu2
|
||||||
|
sd-concepts-library/xbh
|
||||||
|
sd-concepts-library/xi
|
||||||
|
sd-concepts-library/xidiversity
|
||||||
|
sd-concepts-library/xioboma
|
||||||
|
sd-concepts-library/xuna
|
||||||
|
sd-concepts-library/xyz
|
||||||
|
sd-concepts-library/yb-anime
|
||||||
|
sd-concepts-library/yerba-mate
|
||||||
|
sd-concepts-library/yesdelete
|
||||||
|
sd-concepts-library/yf21
|
||||||
|
sd-concepts-library/yilanov2
|
||||||
|
sd-concepts-library/yinit
|
||||||
|
sd-concepts-library/yoji-shinkawa-style
|
||||||
|
sd-concepts-library/yolandi-visser
|
||||||
|
sd-concepts-library/yoshi
|
||||||
|
sd-concepts-library/youpi2
|
||||||
|
sd-concepts-library/youtooz-candy
|
||||||
|
sd-concepts-library/yuji-himukai-style
|
||||||
|
sd-concepts-library/zaney
|
||||||
|
sd-concepts-library/zaneypixelz
|
||||||
|
sd-concepts-library/zdenek-art
|
||||||
|
sd-concepts-library/zero
|
||||||
|
sd-concepts-library/zero-bottle
|
||||||
|
sd-concepts-library/zero-suit-samus
|
||||||
|
sd-concepts-library/zillertal-can
|
||||||
|
sd-concepts-library/zizigooloo
|
||||||
|
sd-concepts-library/zk
|
||||||
|
sd-concepts-library/zoroark
|
|
@ -0,0 +1,110 @@
|
||||||
|
model:
|
||||||
|
base_learning_rate: 5.0e-03
|
||||||
|
target: ldm.models.diffusion.ddpm.LatentDiffusion
|
||||||
|
params:
|
||||||
|
linear_start: 0.00085
|
||||||
|
linear_end: 0.0120
|
||||||
|
num_timesteps_cond: 1
|
||||||
|
log_every_t: 200
|
||||||
|
timesteps: 1000
|
||||||
|
first_stage_key: image
|
||||||
|
cond_stage_key: caption
|
||||||
|
image_size: 64
|
||||||
|
channels: 4
|
||||||
|
cond_stage_trainable: true # Note: different from the one we trained before
|
||||||
|
conditioning_key: crossattn
|
||||||
|
monitor: val/loss_simple_ema
|
||||||
|
scale_factor: 0.18215
|
||||||
|
use_ema: False
|
||||||
|
embedding_reg_weight: 0.0
|
||||||
|
|
||||||
|
personalization_config:
|
||||||
|
target: ldm.modules.embedding_manager.EmbeddingManager
|
||||||
|
params:
|
||||||
|
placeholder_strings: ["*"]
|
||||||
|
initializer_words: ["sculpture"]
|
||||||
|
per_image_tokens: false
|
||||||
|
num_vectors_per_token: 1
|
||||||
|
progressive_words: False
|
||||||
|
|
||||||
|
unet_config:
|
||||||
|
target: ldm.modules.diffusionmodules.openaimodel.UNetModel
|
||||||
|
params:
|
||||||
|
image_size: 32 # unused
|
||||||
|
in_channels: 4
|
||||||
|
out_channels: 4
|
||||||
|
model_channels: 320
|
||||||
|
attention_resolutions: [ 4, 2, 1 ]
|
||||||
|
num_res_blocks: 2
|
||||||
|
channel_mult: [ 1, 2, 4, 4 ]
|
||||||
|
num_heads: 8
|
||||||
|
use_spatial_transformer: True
|
||||||
|
transformer_depth: 1
|
||||||
|
context_dim: 768
|
||||||
|
use_checkpoint: True
|
||||||
|
legacy: False
|
||||||
|
|
||||||
|
first_stage_config:
|
||||||
|
target: ldm.models.autoencoder.AutoencoderKL
|
||||||
|
params:
|
||||||
|
embed_dim: 4
|
||||||
|
monitor: val/rec_loss
|
||||||
|
ddconfig:
|
||||||
|
double_z: true
|
||||||
|
z_channels: 4
|
||||||
|
resolution: 256
|
||||||
|
in_channels: 3
|
||||||
|
out_ch: 3
|
||||||
|
ch: 128
|
||||||
|
ch_mult:
|
||||||
|
- 1
|
||||||
|
- 2
|
||||||
|
- 4
|
||||||
|
- 4
|
||||||
|
num_res_blocks: 2
|
||||||
|
attn_resolutions: []
|
||||||
|
dropout: 0.0
|
||||||
|
lossconfig:
|
||||||
|
target: torch.nn.Identity
|
||||||
|
|
||||||
|
cond_stage_config:
|
||||||
|
target: ldm.modules.encoders.modules.FrozenCLIPEmbedder
|
||||||
|
|
||||||
|
data:
|
||||||
|
target: main.DataModuleFromConfig
|
||||||
|
params:
|
||||||
|
batch_size: 1
|
||||||
|
num_workers: 2
|
||||||
|
wrap: false
|
||||||
|
train:
|
||||||
|
target: ldm.data.personalized.PersonalizedBase
|
||||||
|
params:
|
||||||
|
size: 512
|
||||||
|
set: train
|
||||||
|
per_image_tokens: false
|
||||||
|
repeats: 100
|
||||||
|
validation:
|
||||||
|
target: ldm.data.personalized.PersonalizedBase
|
||||||
|
params:
|
||||||
|
size: 512
|
||||||
|
set: val
|
||||||
|
per_image_tokens: false
|
||||||
|
repeats: 10
|
||||||
|
|
||||||
|
lightning:
|
||||||
|
modelcheckpoint:
|
||||||
|
params:
|
||||||
|
every_n_train_steps: 500
|
||||||
|
callbacks:
|
||||||
|
image_logger:
|
||||||
|
target: main.ImageLogger
|
||||||
|
params:
|
||||||
|
batch_frequency: 500
|
||||||
|
max_images: 8
|
||||||
|
increase_log_steps: False
|
||||||
|
|
||||||
|
trainer:
|
||||||
|
benchmark: True
|
||||||
|
max_steps: 4000000
|
||||||
|
# max_steps: 4000
|
||||||
|
|
|
@ -0,0 +1,103 @@
|
||||||
|
model:
|
||||||
|
base_learning_rate: 5.0e-03
|
||||||
|
target: ldm.models.diffusion.ddpm.LatentDiffusion
|
||||||
|
params:
|
||||||
|
linear_start: 0.00085
|
||||||
|
linear_end: 0.0120
|
||||||
|
num_timesteps_cond: 1
|
||||||
|
log_every_t: 200
|
||||||
|
timesteps: 1000
|
||||||
|
first_stage_key: image
|
||||||
|
cond_stage_key: caption
|
||||||
|
image_size: 64
|
||||||
|
channels: 4
|
||||||
|
cond_stage_trainable: true # Note: different from the one we trained before
|
||||||
|
conditioning_key: crossattn
|
||||||
|
monitor: val/loss_simple_ema
|
||||||
|
scale_factor: 0.18215
|
||||||
|
use_ema: False
|
||||||
|
embedding_reg_weight: 0.0
|
||||||
|
|
||||||
|
personalization_config:
|
||||||
|
target: ldm.modules.embedding_manager.EmbeddingManager
|
||||||
|
params:
|
||||||
|
placeholder_strings: ["*"]
|
||||||
|
initializer_words: ["painting"]
|
||||||
|
per_image_tokens: false
|
||||||
|
num_vectors_per_token: 1
|
||||||
|
|
||||||
|
unet_config:
|
||||||
|
target: ldm.modules.diffusionmodules.openaimodel.UNetModel
|
||||||
|
params:
|
||||||
|
image_size: 32 # unused
|
||||||
|
in_channels: 4
|
||||||
|
out_channels: 4
|
||||||
|
model_channels: 320
|
||||||
|
attention_resolutions: [ 4, 2, 1 ]
|
||||||
|
num_res_blocks: 2
|
||||||
|
channel_mult: [ 1, 2, 4, 4 ]
|
||||||
|
num_heads: 8
|
||||||
|
use_spatial_transformer: True
|
||||||
|
transformer_depth: 1
|
||||||
|
context_dim: 768
|
||||||
|
use_checkpoint: True
|
||||||
|
legacy: False
|
||||||
|
|
||||||
|
first_stage_config:
|
||||||
|
target: ldm.models.autoencoder.AutoencoderKL
|
||||||
|
params:
|
||||||
|
embed_dim: 4
|
||||||
|
monitor: val/rec_loss
|
||||||
|
ddconfig:
|
||||||
|
double_z: true
|
||||||
|
z_channels: 4
|
||||||
|
resolution: 256
|
||||||
|
in_channels: 3
|
||||||
|
out_ch: 3
|
||||||
|
ch: 128
|
||||||
|
ch_mult:
|
||||||
|
- 1
|
||||||
|
- 2
|
||||||
|
- 4
|
||||||
|
- 4
|
||||||
|
num_res_blocks: 2
|
||||||
|
attn_resolutions: []
|
||||||
|
dropout: 0.0
|
||||||
|
lossconfig:
|
||||||
|
target: torch.nn.Identity
|
||||||
|
|
||||||
|
cond_stage_config:
|
||||||
|
target: ldm.modules.encoders.modules.FrozenCLIPEmbedder
|
||||||
|
|
||||||
|
data:
|
||||||
|
target: main.DataModuleFromConfig
|
||||||
|
params:
|
||||||
|
batch_size: 2
|
||||||
|
num_workers: 16
|
||||||
|
wrap: false
|
||||||
|
train:
|
||||||
|
target: ldm.data.personalized_style.PersonalizedBase
|
||||||
|
params:
|
||||||
|
size: 512
|
||||||
|
set: train
|
||||||
|
per_image_tokens: false
|
||||||
|
repeats: 100
|
||||||
|
validation:
|
||||||
|
target: ldm.data.personalized_style.PersonalizedBase
|
||||||
|
params:
|
||||||
|
size: 512
|
||||||
|
set: val
|
||||||
|
per_image_tokens: false
|
||||||
|
repeats: 10
|
||||||
|
|
||||||
|
lightning:
|
||||||
|
callbacks:
|
||||||
|
image_logger:
|
||||||
|
target: main.ImageLogger
|
||||||
|
params:
|
||||||
|
batch_frequency: 500
|
||||||
|
max_images: 8
|
||||||
|
increase_log_steps: False
|
||||||
|
|
||||||
|
trainer:
|
||||||
|
benchmark: True
|
|
@ -0,0 +1,79 @@
|
||||||
|
model:
|
||||||
|
base_learning_rate: 1.0e-04
|
||||||
|
target: ldm.models.diffusion.ddpm.LatentDiffusion
|
||||||
|
params:
|
||||||
|
linear_start: 0.00085
|
||||||
|
linear_end: 0.0120
|
||||||
|
num_timesteps_cond: 1
|
||||||
|
log_every_t: 200
|
||||||
|
timesteps: 1000
|
||||||
|
first_stage_key: "jpg"
|
||||||
|
cond_stage_key: "txt"
|
||||||
|
image_size: 64
|
||||||
|
channels: 4
|
||||||
|
cond_stage_trainable: false # Note: different from the one we trained before
|
||||||
|
conditioning_key: crossattn
|
||||||
|
monitor: val/loss_simple_ema
|
||||||
|
scale_factor: 0.18215
|
||||||
|
use_ema: False
|
||||||
|
|
||||||
|
scheduler_config: # 10000 warmup steps
|
||||||
|
target: ldm.lr_scheduler.LambdaLinearScheduler
|
||||||
|
params:
|
||||||
|
warm_up_steps: [ 10000 ]
|
||||||
|
cycle_lengths: [ 10000000000000 ] # incredibly large number to prevent corner cases
|
||||||
|
f_start: [ 1.e-6 ]
|
||||||
|
f_max: [ 1. ]
|
||||||
|
f_min: [ 1. ]
|
||||||
|
|
||||||
|
personalization_config:
|
||||||
|
target: ldm.modules.embedding_manager.EmbeddingManager
|
||||||
|
params:
|
||||||
|
placeholder_strings: ["*"]
|
||||||
|
initializer_words: ['sculpture']
|
||||||
|
per_image_tokens: false
|
||||||
|
num_vectors_per_token: 1
|
||||||
|
progressive_words: False
|
||||||
|
|
||||||
|
unet_config:
|
||||||
|
target: ldm.modules.diffusionmodules.openaimodel.UNetModel
|
||||||
|
params:
|
||||||
|
image_size: 32 # unused
|
||||||
|
in_channels: 4
|
||||||
|
out_channels: 4
|
||||||
|
model_channels: 320
|
||||||
|
attention_resolutions: [ 4, 2, 1 ]
|
||||||
|
num_res_blocks: 2
|
||||||
|
channel_mult: [ 1, 2, 4, 4 ]
|
||||||
|
num_heads: 8
|
||||||
|
use_spatial_transformer: True
|
||||||
|
transformer_depth: 1
|
||||||
|
context_dim: 768
|
||||||
|
use_checkpoint: True
|
||||||
|
legacy: False
|
||||||
|
|
||||||
|
first_stage_config:
|
||||||
|
target: ldm.models.autoencoder.AutoencoderKL
|
||||||
|
params:
|
||||||
|
embed_dim: 4
|
||||||
|
monitor: val/rec_loss
|
||||||
|
ddconfig:
|
||||||
|
double_z: true
|
||||||
|
z_channels: 4
|
||||||
|
resolution: 256
|
||||||
|
in_channels: 3
|
||||||
|
out_ch: 3
|
||||||
|
ch: 128
|
||||||
|
ch_mult:
|
||||||
|
- 1
|
||||||
|
- 2
|
||||||
|
- 4
|
||||||
|
- 4
|
||||||
|
num_res_blocks: 2
|
||||||
|
attn_resolutions: []
|
||||||
|
dropout: 0.0
|
||||||
|
lossconfig:
|
||||||
|
target: torch.nn.Identity
|
||||||
|
|
||||||
|
cond_stage_config:
|
||||||
|
target: ldm.modules.encoders.modules.WeightedFrozenCLIPEmbedder
|
|
@ -0,0 +1,79 @@
|
||||||
|
model:
|
||||||
|
base_learning_rate: 7.5e-05
|
||||||
|
target: ldm.models.diffusion.ddpm.LatentInpaintDiffusion
|
||||||
|
params:
|
||||||
|
linear_start: 0.00085
|
||||||
|
linear_end: 0.0120
|
||||||
|
num_timesteps_cond: 1
|
||||||
|
log_every_t: 200
|
||||||
|
timesteps: 1000
|
||||||
|
first_stage_key: "jpg"
|
||||||
|
cond_stage_key: "txt"
|
||||||
|
image_size: 64
|
||||||
|
channels: 4
|
||||||
|
cond_stage_trainable: false # Note: different from the one we trained before
|
||||||
|
conditioning_key: hybrid # important
|
||||||
|
monitor: val/loss_simple_ema
|
||||||
|
scale_factor: 0.18215
|
||||||
|
finetune_keys: null
|
||||||
|
|
||||||
|
scheduler_config: # 10000 warmup steps
|
||||||
|
target: ldm.lr_scheduler.LambdaLinearScheduler
|
||||||
|
params:
|
||||||
|
warm_up_steps: [ 2500 ] # NOTE for resuming. use 10000 if starting from scratch
|
||||||
|
cycle_lengths: [ 10000000000000 ] # incredibly large number to prevent corner cases
|
||||||
|
f_start: [ 1.e-6 ]
|
||||||
|
f_max: [ 1. ]
|
||||||
|
f_min: [ 1. ]
|
||||||
|
|
||||||
|
personalization_config:
|
||||||
|
target: ldm.modules.embedding_manager.EmbeddingManager
|
||||||
|
params:
|
||||||
|
placeholder_strings: ["*"]
|
||||||
|
initializer_words: ['sculpture']
|
||||||
|
per_image_tokens: false
|
||||||
|
num_vectors_per_token: 8
|
||||||
|
progressive_words: False
|
||||||
|
|
||||||
|
unet_config:
|
||||||
|
target: ldm.modules.diffusionmodules.openaimodel.UNetModel
|
||||||
|
params:
|
||||||
|
image_size: 32 # unused
|
||||||
|
in_channels: 9 # 4 data + 4 downscaled image + 1 mask
|
||||||
|
out_channels: 4
|
||||||
|
model_channels: 320
|
||||||
|
attention_resolutions: [ 4, 2, 1 ]
|
||||||
|
num_res_blocks: 2
|
||||||
|
channel_mult: [ 1, 2, 4, 4 ]
|
||||||
|
num_heads: 8
|
||||||
|
use_spatial_transformer: True
|
||||||
|
transformer_depth: 1
|
||||||
|
context_dim: 768
|
||||||
|
use_checkpoint: True
|
||||||
|
legacy: False
|
||||||
|
|
||||||
|
first_stage_config:
|
||||||
|
target: ldm.models.autoencoder.AutoencoderKL
|
||||||
|
params:
|
||||||
|
embed_dim: 4
|
||||||
|
monitor: val/rec_loss
|
||||||
|
ddconfig:
|
||||||
|
double_z: true
|
||||||
|
z_channels: 4
|
||||||
|
resolution: 256
|
||||||
|
in_channels: 3
|
||||||
|
out_ch: 3
|
||||||
|
ch: 128
|
||||||
|
ch_mult:
|
||||||
|
- 1
|
||||||
|
- 2
|
||||||
|
- 4
|
||||||
|
- 4
|
||||||
|
num_res_blocks: 2
|
||||||
|
attn_resolutions: []
|
||||||
|
dropout: 0.0
|
||||||
|
lossconfig:
|
||||||
|
target: torch.nn.Identity
|
||||||
|
|
||||||
|
cond_stage_config:
|
||||||
|
target: ldm.modules.encoders.modules.WeightedFrozenCLIPEmbedder
|
|
@ -0,0 +1,110 @@
|
||||||
|
model:
|
||||||
|
base_learning_rate: 5.0e-03
|
||||||
|
target: ldm.models.diffusion.ddpm.LatentDiffusion
|
||||||
|
params:
|
||||||
|
linear_start: 0.00085
|
||||||
|
linear_end: 0.0120
|
||||||
|
num_timesteps_cond: 1
|
||||||
|
log_every_t: 200
|
||||||
|
timesteps: 1000
|
||||||
|
first_stage_key: image
|
||||||
|
cond_stage_key: caption
|
||||||
|
image_size: 64
|
||||||
|
channels: 4
|
||||||
|
cond_stage_trainable: true # Note: different from the one we trained before
|
||||||
|
conditioning_key: crossattn
|
||||||
|
monitor: val/loss_simple_ema
|
||||||
|
scale_factor: 0.18215
|
||||||
|
use_ema: False
|
||||||
|
embedding_reg_weight: 0.0
|
||||||
|
|
||||||
|
personalization_config:
|
||||||
|
target: ldm.modules.embedding_manager.EmbeddingManager
|
||||||
|
params:
|
||||||
|
placeholder_strings: ["*"]
|
||||||
|
initializer_words: ['sculpture']
|
||||||
|
per_image_tokens: false
|
||||||
|
num_vectors_per_token: 6
|
||||||
|
progressive_words: False
|
||||||
|
|
||||||
|
unet_config:
|
||||||
|
target: ldm.modules.diffusionmodules.openaimodel.UNetModel
|
||||||
|
params:
|
||||||
|
image_size: 32 # unused
|
||||||
|
in_channels: 4
|
||||||
|
out_channels: 4
|
||||||
|
model_channels: 320
|
||||||
|
attention_resolutions: [ 4, 2, 1 ]
|
||||||
|
num_res_blocks: 2
|
||||||
|
channel_mult: [ 1, 2, 4, 4 ]
|
||||||
|
num_heads: 8
|
||||||
|
use_spatial_transformer: True
|
||||||
|
transformer_depth: 1
|
||||||
|
context_dim: 768
|
||||||
|
use_checkpoint: True
|
||||||
|
legacy: False
|
||||||
|
|
||||||
|
first_stage_config:
|
||||||
|
target: ldm.models.autoencoder.AutoencoderKL
|
||||||
|
params:
|
||||||
|
embed_dim: 4
|
||||||
|
monitor: val/rec_loss
|
||||||
|
ddconfig:
|
||||||
|
double_z: true
|
||||||
|
z_channels: 4
|
||||||
|
resolution: 256
|
||||||
|
in_channels: 3
|
||||||
|
out_ch: 3
|
||||||
|
ch: 128
|
||||||
|
ch_mult:
|
||||||
|
- 1
|
||||||
|
- 2
|
||||||
|
- 4
|
||||||
|
- 4
|
||||||
|
num_res_blocks: 2
|
||||||
|
attn_resolutions: []
|
||||||
|
dropout: 0.0
|
||||||
|
lossconfig:
|
||||||
|
target: torch.nn.Identity
|
||||||
|
|
||||||
|
cond_stage_config:
|
||||||
|
target: ldm.modules.encoders.modules.FrozenCLIPEmbedder
|
||||||
|
|
||||||
|
data:
|
||||||
|
target: main.DataModuleFromConfig
|
||||||
|
params:
|
||||||
|
batch_size: 1
|
||||||
|
num_workers: 2
|
||||||
|
wrap: false
|
||||||
|
train:
|
||||||
|
target: ldm.data.personalized.PersonalizedBase
|
||||||
|
params:
|
||||||
|
size: 512
|
||||||
|
set: train
|
||||||
|
per_image_tokens: false
|
||||||
|
repeats: 100
|
||||||
|
validation:
|
||||||
|
target: ldm.data.personalized.PersonalizedBase
|
||||||
|
params:
|
||||||
|
size: 512
|
||||||
|
set: val
|
||||||
|
per_image_tokens: false
|
||||||
|
repeats: 10
|
||||||
|
|
||||||
|
lightning:
|
||||||
|
modelcheckpoint:
|
||||||
|
params:
|
||||||
|
every_n_train_steps: 500
|
||||||
|
callbacks:
|
||||||
|
image_logger:
|
||||||
|
target: main.ImageLogger
|
||||||
|
params:
|
||||||
|
batch_frequency: 500
|
||||||
|
max_images: 5
|
||||||
|
increase_log_steps: False
|
||||||
|
|
||||||
|
trainer:
|
||||||
|
benchmark: False
|
||||||
|
max_steps: 6200
|
||||||
|
# max_steps: 4000
|
||||||
|
|
|
@ -0,0 +1,70 @@
|
||||||
|
@echo off
|
||||||
|
setlocal EnableExtensions EnableDelayedExpansion
|
||||||
|
|
||||||
|
PUSHD "%~dp0"
|
||||||
|
|
||||||
|
set INVOKE_AI_VERSION=latest
|
||||||
|
set arg=%1
|
||||||
|
if "%arg%" neq "" (
|
||||||
|
if "%arg:~0,2%" equ "/?" (
|
||||||
|
echo Usage: update.bat ^<release name or branch^>
|
||||||
|
echo Updates InvokeAI to use the indicated version of the code base.
|
||||||
|
echo Find the version or branch for the release you want, and pass it as the argument.
|
||||||
|
echo For example '.\update.bat v2.2.5' for release 2.2.5.
|
||||||
|
echo '.\update.bat main' for the latest development version
|
||||||
|
echo.
|
||||||
|
echo If no argument provided then will install the most recent release, equivalent to
|
||||||
|
echo '.\update.bat latest'
|
||||||
|
exit /b
|
||||||
|
) else (
|
||||||
|
set INVOKE_AI_VERSION=%arg%
|
||||||
|
)
|
||||||
|
)
|
||||||
|
|
||||||
|
set INVOKE_AI_SRC="https://github.com/invoke-ai/InvokeAI/archive/!INVOKE_AI_VERSION!.zip"
|
||||||
|
set INVOKE_AI_DEP=https://raw.githubusercontent.com/invoke-ai/InvokeAI/!INVOKE_AI_VERSION!/environments-and-requirements/requirements-base.txt
|
||||||
|
|
||||||
|
call curl -I "%INVOKE_AI_DEP%" -fs >.tmp.out
|
||||||
|
if %errorlevel% neq 0 (
|
||||||
|
echo '!INVOKE_AI_VERSION!' is not a known branch name or tag. Please check the version and try again.
|
||||||
|
echo "Press any key to continue"
|
||||||
|
pause
|
||||||
|
exit /b
|
||||||
|
)
|
||||||
|
del .tmp.out
|
||||||
|
|
||||||
|
echo This script will update InvokeAI and all its dependencies to !INVOKE_AI_SRC!.
|
||||||
|
echo If you do not want to do this, press control-C now!
|
||||||
|
pause
|
||||||
|
|
||||||
|
call curl -L "%INVOKE_AI_DEP%" > environments-and-requirements/requirements-base.txt
|
||||||
|
|
||||||
|
call .venv\Scripts\activate.bat
|
||||||
|
call .venv\Scripts\python -mpip install -r requirements.txt
|
||||||
|
if %errorlevel% neq 0 (
|
||||||
|
echo Installation of requirements failed. See https://invoke-ai.github.io/InvokeAI/installation/INSTALL_AUTOMATED/#troubleshooting for suggestions.
|
||||||
|
pause
|
||||||
|
exit /b
|
||||||
|
)
|
||||||
|
|
||||||
|
call .venv\Scripts\python -mpip install !INVOKE_AI_SRC!
|
||||||
|
if %errorlevel% neq 0 (
|
||||||
|
echo Installation of InvokeAI failed. See https://invoke-ai.github.io/InvokeAI/installation/INSTALL_AUTOMATED/#troubleshooting for suggestions.
|
||||||
|
pause
|
||||||
|
exit /b
|
||||||
|
)
|
||||||
|
|
||||||
|
@rem call .venv\Scripts\python .venv\Scripts\configure_invokeai.py --root=.
|
||||||
|
|
||||||
|
@rem if %errorlevel% neq 0 (
|
||||||
|
@rem echo Configuration InvokeAI failed. See https://invoke-ai.github.io/InvokeAI/installation/INSTALL_AUTOMATED/#troubleshooting for suggestions.
|
||||||
|
@rem pause
|
||||||
|
@rem exit /b
|
||||||
|
@rem )
|
||||||
|
|
||||||
|
echo InvokeAI has been updated to '%INVOKE_AI_VERSION%'
|
||||||
|
|
||||||
|
echo "Press any key to continue"
|
||||||
|
pause
|
||||||
|
endlocal
|
||||||
|
|
|
@ -0,0 +1,59 @@
|
||||||
|
#!/usr/bin/env bash
|
||||||
|
|
||||||
|
set -eu
|
||||||
|
|
||||||
|
if [ $# -ge 1 ] && [ "${1:0:2}" == "-h" ]; then
|
||||||
|
echo "Usage: update.sh <release>"
|
||||||
|
echo "Updates InvokeAI to use the indicated version of the code base."
|
||||||
|
echo "Find the version or branch for the release you want, and pass it as the argument."
|
||||||
|
echo "For example: update.sh v2.2.5 for release 2.2.5."
|
||||||
|
echo " update.sh main for the current development version."
|
||||||
|
echo ""
|
||||||
|
echo "If no argument provided then will install the version tagged with 'latest', equivalent to"
|
||||||
|
echo "update.sh latest"
|
||||||
|
exit -1
|
||||||
|
fi
|
||||||
|
|
||||||
|
INVOKE_AI_VERSION=${1:-latest}
|
||||||
|
|
||||||
|
INVOKE_AI_SRC="https://github.com/invoke-ai/InvokeAI/archive/$INVOKE_AI_VERSION.zip"
|
||||||
|
INVOKE_AI_DEP=https://raw.githubusercontent.com/invoke-ai/InvokeAI/$INVOKE_AI_VERSION/environments-and-requirements/requirements-base.txt
|
||||||
|
|
||||||
|
# ensure we're in the correct folder in case user's CWD is somewhere else
|
||||||
|
scriptdir=$(dirname "$0")
|
||||||
|
cd "$scriptdir"
|
||||||
|
|
||||||
|
function _err_exit {
|
||||||
|
if test "$1" -ne 0
|
||||||
|
then
|
||||||
|
echo "Something went wrong while installing InvokeAI and/or its requirements."
|
||||||
|
echo "Update cannot continue. Please report this error to https://github.com/invoke-ai/InvokeAI/issues"
|
||||||
|
echo -e "Error code $1; Error caught was '$2'"
|
||||||
|
read -p "Press any key to exit..."
|
||||||
|
exit
|
||||||
|
fi
|
||||||
|
}
|
||||||
|
|
||||||
|
if ! curl -I "$INVOKE_AI_DEP" -fs >/dev/null; then
|
||||||
|
echo \'$INVOKE_AI_VERSION\' is not a known branch name or tag. Please check the version and try again.
|
||||||
|
exit
|
||||||
|
fi
|
||||||
|
|
||||||
|
echo This script will update InvokeAI and all its dependencies to version \'$INVOKE_AI_VERSION\'.
|
||||||
|
echo If you do not want to do this, press control-C now!
|
||||||
|
read -p "Press any key to continue, or CTRL-C to exit..."
|
||||||
|
|
||||||
|
curl -L "$INVOKE_AI_DEP" > environments-and-requirements/requirements-base.txt
|
||||||
|
|
||||||
|
. .venv/bin/activate
|
||||||
|
|
||||||
|
./.venv/bin/python -mpip install -r requirements.txt
|
||||||
|
_err_exit $? "The pip program failed to install InvokeAI's requirements."
|
||||||
|
|
||||||
|
./.venv/bin/python -mpip install $INVOKE_AI_SRC
|
||||||
|
_err_exit $? "The pip program failed to install InvokeAI."
|
||||||
|
|
||||||
|
echo InvokeAI updated to \'$INVOKE_AI_VERSION\'
|
||||||
|
|
||||||
|
# ./.venv/bin/python .venv/bin/configure_invokeai.py --root .
|
||||||
|
# _err_exit $? "The configure script failed to run successfully."
|
|
@ -1,3 +1,5 @@
|
||||||
|
.PHONY: control
|
||||||
|
|
||||||
# debian files were taking from upstream:
|
# debian files were taking from upstream:
|
||||||
# git clone https://github.com/coredns/debian.git
|
# git clone https://github.com/coredns/debian.git
|
||||||
|
|
||||||
|
|
Loading…
Reference in New Issue