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@@ -19,8 +19,8 @@ The `diffusers` team is training ControlNets for Stable Diffusion XL
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  ### Small sized ControlNets
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- The team is 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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- Check the models released, and please provide us with 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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  ### 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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  |-----------------------------------|---------------|