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README.md
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[GitHub](https://github.com/huggingface/diffusers), [Docs](https://huggingface.co/docs/diffusers/index)
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In this organization, you can find some utilities and models we have made for you 🫶
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## 🆕 SDXL Inpainting 🎨
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We are training Inpainting specialist models for Stable Diffusion XL ✨. They are way better at inpainting and outpainting than the base-model, but are still experimental. Try it out and consider giving feedback! 🤗
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| Inpanting model | Demo |
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|-----------------------------------|---------------------|
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| [`stable-diffusion-xl-1.0-inpainting-0.1`](https://huggingface.co/diffusers/stable-diffusion-xl-1.0-inpainting-0.1) | [Spaces demo 🕹️](https://huggingface.co/spaces/diffusers/stable-diffusion-xl-inpainting) |
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## SDXL ControlNets
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We are training ControlNets for Stable Diffusion XL ✨
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### Small sized ControlNets 🤏
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We are experimenting with training smaller ControlNets that can still retain their control capabilities! This is the [training script used](https://github.com/huggingface/diffusers/blob/7b93c2a882d8e12209fbaeffa51ee2b599ab5349/examples/research_projects/controlnet/train_controlnet_webdataset.py).
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Please check the models released, and consider giving us feedback on our [Discord server](https://t.co/1n75wi976V?amp=1):
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| ControlNet | Size in fp16 |
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| ----------------------------------------------------------------------------------------------------- | ------------ |
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| [`controlnet-canny-sdxl-1.0-small`](https://huggingface.co/diffusers/controlnet-canny-sdxl-1.0-small) | 320MB |
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| [`controlnet-canny-sdxl-1.0-mid`](https://huggingface.co/diffusers/controlnet-canny-sdxl-1.0-mid) | 545MB |
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| [`controlnet-depth-sdxl-1.0-small`](https://huggingface.co/diffusers/controlnet-depth-sdxl-1.0-small) | 320MB |
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| [`controlnet-depth-sdxl-1.0-mid`](https://huggingface.co/diffusers/controlnet-depth-sdxl-1.0-mid) | 545MB |
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### Full sized ControlNets 💪
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The team has also trained full sized ControlNets - as big as the SDXL model (5GB in fp32). We have provided a [ControlNet training script and guide here](https://github.com/huggingface/diffusers/blob/main/examples/controlnet/README_sdxl.md)
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| ControlNet |
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| ------------------------------------------------------------------------------------------------- |
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| [`controlnet-canny-sdxl-1.0`](https://huggingface.co/diffusers/controlnet-canny-sdxl-1.0) |
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| [`controlnet-depth-sdxl-1.0`](https://huggingface.co/diffusers/controlnet-depth-sdxl-1.0) |
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| [`controlnet-zoe-depth-sdxl-1.0`](https://huggingface.co/diffusers/controlnet-zoe-depth-sdxl-1.0) |
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### Utilities 🔧
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- [Convert Stable Diffusion XL weights to `diffusers` format](https://huggingface.co/spaces/diffusers/sdxl-to-diffusers)
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- [Convert Stable Diffusion weights to `diffusers` format](https://huggingface.co/spaces/diffusers/sd-to-diffusers)
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- [Convert diffusers models to `safetensors` format](https://huggingface.co/spaces/diffusers/convert)
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More coming soon ✨
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[GitHub](https://github.com/huggingface/diffusers), [Docs](https://huggingface.co/docs/diffusers/index)
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In this organization, you can find some utilities and models we have made for you 🫶
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