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This ControlNet model was trained using a specific form of 3D humanoid model.

3D model :https://toyxyz.gumroad.com/l/ciojz

The dataset used for training : https://huggingface.co./datasets/toyxyz/controlnet_3d_doll_50k_512 If the 3D model-like feel is too strong, use img2img or use Scaled soft weights. V1 and V2 were trained with slightly different methods. The results are different, but not necessarily better.

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Scaled soft weights

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Default

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