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--- |
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license: openrail++ |
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base_model: stabilityai/stable-diffusion-xl-refiner-1.0 |
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language: |
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- en |
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tags: |
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- stable-diffusion |
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- stable-diffusion-xl |
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- onnxruntime |
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- onnx |
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- text-to-image |
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--- |
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# Stable Diffusion XL 1.0 for ONNX Runtime CUDA provider |
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## Introduction |
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This repository hosts the optimized versions of **Stable Diffusion XL Refiner 1.0** to accelerate inference with ONNX Runtime CUDA execution provider. |
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The models are generated by [Olive](https://github.com/microsoft/Olive/tree/main/examples/stable_diffusion) with command like the following: |
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``` |
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python stable_diffusion_xl.py --provider cuda --optimize --use_fp16_fixed_vae --model_id stabilityai/stable-diffusion-xl-refiner-1.0 |
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``` |
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## Model Description |
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- **Developed by:** Stability AI |
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- **Model type:** Diffusion-based text-to-image generative model |
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- **License:** [CreativeML Open RAIL++-M License](https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0/blob/main/LICENSE.md) |
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- **Model Description:** This is a conversion of the [SDXL refiner 1.0](https://huggingface.co/stabilityai/stable-diffusion-xl-refiner-1.0) models for [ONNX Runtime](https://github.com/microsoft/onnxruntime) inference with CUDA execution provider. |
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The VAE decoder is converted from [sdxl-vae-fp16-fix](https://huggingface.co/madebyollin/sdxl-vae-fp16-fix). There are slight discrepancies between its output and that of the original VAE, but the decoded images should be [close enough for most purposes](https://huggingface.co/madebyollin/sdxl-vae-fp16-fix/discussions/7#64c5c0f8e2e5c94bd04eaa80). |
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