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Attaches a latent image and a degrade sigma value to a CONDITIONING data. This is used for PiD (Pixel-in-Detail) decoding or upscaling, allowing you to control how much the latent is degraded before processing.

Inputs

ParameterDescriptionData TypeRequiredRange
positiveThe conditioning data to attach the latent and degrade sigma to.CONDITIONINGYes-
latentThe latent image (from VAEEncode or a KSampler) to attach to the conditioning.LATENTYes-
latent_formatThe format of the latent. Flux1 (16-ch) and Flux2 (128-ch) latents are auto-detected from the channel dimension under “flux”. For SD3 (16-ch), SDXL (4-ch), or QwenImage (16-ch), select manually (default: “flux”).COMBOYes"flux"
"sd3"
"sdxl"
"qwenimage"
degrade_sigmaThe amount of degradation to apply. 0 means a clean latent. Increase this value to denoise corrupted latent outputs (default: 0.0).FLOATYes0.0 to 1.0 (step: 0.01)

Outputs

Output NameDescriptionData Type
CONDITIONINGThe original conditioning data with the latent and degrade sigma values attached.CONDITIONING
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