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ControlNet Pre-Trained Difference Models

Depth (Difference) V1.0
10 months ago


These models are extracted from the base ControlNet models in a slightly different way from the others. They produce different results due to a different extraction method.

These are the models required for the ControlNet extension, converted to Safetensor and "pruned" to extract the ControlNet neural network. I have tested them, and they work.

These models are embedded with the neural network data required to make ControlNet function, they will not produce good images unless they are used with ControlNet.

These models were extracted using the extract_controlnet_diff.py script, and produce a slightly different result from the models extracted using the extract_controlnet.py script.

The original version of these models in .pth format can be found here. BUT YOU DO NOT NEED THESE .pth FILES! The files I have uploaded here are direct replacements for these .pth files!

  • control_sd15_canny

  • control_sd15_depth

  • control_sd15_hed

  • control_sd15_scribble

  • control_sd15_normal

  • control_sd15_openpose

  • control_sd15_seg

  • control_sd15_mlsd

Download these models and place them in the \stable-diffusion-webui\extensions\sd-webui-controlnet\models directory.

Note: these models were extracted from the original .pth using the extract_controlnet_diff.py script contained within the extension Github repo. Kohya-ss has them uploaded to HF here.

Please consider joining my Patreon! Advanced SD tutorials, settings explanations, adult-art, from a female content creator (me!) patreon.com/theally - I also have a write-up of ControlNet and will be updating with the latest news/developments!


Download (673 MB) Download available on desktop only


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Base model: SD 1.5

Latest version (Depth (Difference) V1.0): 1 File

To download these files, please visit this page from a desktop computer.

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