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SD3 ControlNet Inpainting: MultiControlNet support #12400

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SD3 ControlNet Inpainting: MultiControlNet support #12400

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@Aminsed Aminsed commented Sep 27, 2025 •
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SD3 ControlNet Inpainting: MultiControlNet support

  • Enable SD3MultiControlNetModel in StableDiffusion3ControlNetInpaintingPipeline.
  • Normalize inputs for multi-control (lists for control_image, control_mask, schedules, scales).
  • Prepare per-control inpaint conditioning via existing preprocessing; aggregate ControlNet residuals.
  • Broadcast scalar controlnet_conditioning_scale to per-control list when needed.
  • Add a focused multi-control inpainting smoke test.
  • Resolves MultiControlNetModel is not supported for SD3ControlNetInpaintingPipeline #11208.
    @DanilaAniva

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MultiControlNetModel is not supported for SD3ControlNetInpaintingPipeline

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@Aminsed