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README.md
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## First installation
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Prerequisites
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* [Python 3.10](https://www.python.org/downloads/)
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* [Git for windows](https://git-scm.com/download/win)
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* An [huggingface.co](https://huggingface.co) account
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* For a better experience, the [latest version of Powershell](https://github.com/PowerShell/PowerShell/releases)
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From an empty folder:
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```ps1
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python -m venv venv
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.\venv\Scripts\activate
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python -m pip install --upgrade pip
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pip install wheel wget
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pip install git+https://github.com/huggingface/diffusers.git
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pip install transformers onnxruntime onnx gradio torch ftfy spacy scipy OmegaConf accelerate
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pip install onnxruntime-directml --force-reinstall
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pip install protobuf==3.20.2
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python -m wget https://raw.githubusercontent.com/JbPasquier/stable-diffusion-onnx-ui/main/app.py
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python -m wget https://raw.githubusercontent.com/huggingface/diffusers/main/scripts/convert_original_stable_diffusion_to_diffusers.py -o convert_original_stable_diffusion_to_diffusers.py
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python -m wget https://raw.githubusercontent.com/huggingface/diffusers/main/scripts/convert_stable_diffusion_checkpoint_to_onnx.py -o convert_stable_diffusion_checkpoint_to_onnx.py
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python -m wget https://raw.githubusercontent.com/runwayml/stable-diffusion/main/configs/stable-diffusion/v1-inference.yaml -o v1-inference.yaml
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python -m wget https://raw.githubusercontent.com/runwayml/stable-diffusion/main/configs/stable-diffusion/v1-inpainting-inference.yaml -o v1-inpainting-inference.yaml
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mkdir model
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```
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## How to add models
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### Stable Diffusion
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```ps1
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python convert_stable_diffusion_checkpoint_to_onnx.py --model_path="stabilityai/stable-diffusion-2-1" --output_path="model/stable_diffusion_onnx"
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```
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### Stable Diffusion Inpainting
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```ps1
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python convert_stable_diffusion_checkpoint_to_onnx.py --model_path="stabilityai/stable-diffusion-2-inpainting" --output_path="model/stable_diffusion_inpainting_onnx"
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```
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### Other from Hugging Face
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```ps1
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python convert_stable_diffusion_checkpoint_to_onnx.py --model_path="nitrosocke/Nitro-Diffusion" --output_path="model/nitro_diffusion_onnx"
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```
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### Other from somewhere else
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Replace `some_file.ckpt` with the path to your ckpt one.
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```ps1
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python convert_original_stable_diffusion_to_diffusers.py --checkpoint_path="./some_file.ckpt" --dump_path="./some_file"
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python convert_stable_diffusion_checkpoint_to_onnx.py --model_path="./some_file" --output_path="model/some_onnx"
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```
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## Run
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```ps1
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# Ensure that you are in the virtualenv
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.\venv\Scripts\activate
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# Your computer only
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python app.py
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# Local network
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python app.py --local
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# The whole internet
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python app.py --share
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# Use CPU instead of AMD GPU
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python app.py --cpu-only
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```
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Notice that inpainting provide way better results with a proper model like [stable-diffusion-inpainting](https://huggingface.co/stabilityai/stable-diffusion-2-inpainting)
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## Updating
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Remove `venv` folder and `*.py` files and restart the [First installation](#first-installation) process.
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## Credits
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Inspired by:
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* [azuritecoin/OnnxDiffusersUI](https://github.com/azuritecoin/OnnxDiffusersUI)
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* [averad/256c507baa3dcc9464203dc14610d674](https://gist.github.com/averad/256c507baa3dcc9464203dc14610d674)
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---
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title: Ljnhsdf
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emoji: 🔥
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colorFrom: yellow
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colorTo: blue
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sdk: gradio
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sdk_version: 3.35.2
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app_file: app.py
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pinned: false
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---
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Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
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