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lllyasviel/ControlNet

Let us control diffusion models!

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ControlNet 1.1 is released. Those new models will be merged to this repo after we make sure that everything is good. Official implementation of Adding Conditional Control to Text-to-Image Diffusion Models. ControlNet is a neural network structure to control diffusion models by adding extra conditions. It copys the weights of neural network blocks into a "locked" copy and a "trainable" copy. The "trainable" one learns your condition. The "locked" one preserves your model. Thanks to this, training with small dataset of image pairs will not destroy the production-ready diffusion models. The "zero…

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