Skip to main content
The AlignYourStepsScheduler node generates sigma values for the denoising process based on different model types. It calculates appropriate noise levels for each step of the sampling process and adjusts the total number of steps according to the denoise parameter. This helps align the sampling steps with the specific requirements of different diffusion models.

Inputs

ParameterDescriptionData TypeRequiredRange
model_typeSpecifies the type of model to use for sigma calculation (default: “SD1”)STRINGYes"SD1"
"SDXL"
"SVD"
stepsThe total number of sampling steps to generate (default: 10)INTYes1 to 10000
denoiseControls how much to denoise the image, where 1.0 uses all steps and lower values use fewer steps (default: 1.0)FLOATYes0.0 to 1.0

Outputs

Output NameDescriptionData Type
sigmasReturns the calculated sigma values for the denoising processSIGMAS
This documentation was AI-generated. If you find any errors or have suggestions for improvement, please feel free to contribute! Edit on GitHub

Source fingerprint (SHA-256): ea8694299147f6f28a1191f0f3c416c64cff9ca3a73bc54fa9319ab7eaab4ce9