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v1.1.0 release: ComfyUI support, ControlNet improvements

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@centuryglass centuryglass released this 18 Nov 01:33
v1.1.0
542c9e7

New features:

ComfyUI image generator support

  • ComfyUI can now be used in place of the Stable Diffusion WebUI for image generation, present as a new entry in the list of image generators. All major features are supported, with the "Interrogate" button being the only major exception.
  • Dynamic ComfyUI workflow generator created to handle ComfyUI's unique API, and provide some flexibility for things like ControlNet use.
  • "Extras" tab added to the image generation panel, holding controls for generator-specific features. Config selection, tiled VAE options, inpainting model loading, and clear memory button added to the ComfyUI extras tab.

Improved image scaling controls

  • New dropdown added to explicitly select between basic scaling, image generator powered scaling, and advanced latent upscaling.
  • Add extended support for selecting a ControlNet tile model and preprocessor, and setting tile preprocessor parameters.
  • Use of the "Ultimate SD Upscale" script can now be directly enabled and disabled.
  • When using latent upscaling, denoising strength and step count can now be set in the image scaling window.

Improved ControlNet support

  • Improved management of ControlNet data and added useful defaults, so the "Control Type" dropdown will always be available.
  • Add hard-coded preprocessor parameters for WebUI APIs that don't provide those, so parameters from standard preprocessors should always be available.
  • Add a "preprocessor preview" button, showing ControlNet preprocessor output directly in the ControlNet panel.
  • WebUI ControlNet resolution, image scaling mode, and control mode options can now be set in the ControlNet panel.

Other

  • Added a Help menu, linking to GitHub documentation
  • Stable Diffusion model selection and CLIP skip are now available directly in the Image Generation panel
  • Added "randomize", "reuse last value" buttons to the seed input field.
  • When using the WebUI generator, rovide access to batch variation seed settings, seed resizing, and tile/face restore toggles within the new "extras" tab within the Image Generation panel.

Bugfixes

  • Changing the URL of an image generator within the image generator selection window should be possible again.
  • Fixed some errors where ControlNet widgets weren't properly disabled when the ControlNet unit is disabled.
  • Image generator activation failures should be a lot clearer now.
  • Fixed some issues caused by changing lists of various options when switching between image generators.
  • Fixed an error blocking access to settings if the Stable Diffusion WebUI stops responding.

Development changes, documentation and cleanup

  • Increased minimum Python version from 3.9 to 3.11 to take advantage of typing system improvements.
  • In the settings, the "Stable Diffusion" and "Connected generator" options have been merged, and some items have been moved to the Image Generation panel and Scale Image window.
  • Added expanded Stable Diffusion installation guide,
  • Improved documentation layout, setup instructions in the image generator selection window.
  • When upscaling adds a new image layer, that layer now becomes the active layer.
  • Placeholder preview image in the LoRA panel is no longer excessively tall.
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