ComfyUI Node: SigmasSchedulePreview

Authored by ClownsharkBatwing

Created

Updated

1211 stars

Run SigmasSchedulePreview without installing ComfyUI

This node already runs on ComfyICU. Open it in the browser, hit run, and you're billed for GPU seconds — not for setup, and not while you're idle.

Category

RES4LYF/sigmas

Inputs

model MODEL
noise_mode
  • none
  • hard
  • lorentzian
  • soft
  • soft-linear
  • softer
  • eps
  • sinusoidal
  • exp
  • vpsde
  • er4
  • hard_var
eta FLOAT
s_noise FLOAT
denoise FLOAT
denoise_alt FLOAT
scheduler
  • simple
  • sgm_uniform
  • karras
  • exponential
  • ddim_uniform
  • beta
  • normal
  • linear_quadratic
  • kl_optimal
  • bong_tangent
  • beta57
steps INT
plot_max FLOAT
plot_min FLOAT
sigmas SIGMAS

Outputs

Extension: RES4LYF

Advanced samplers with new noise scaling math to enable SDE sampling with all publicly available native models; new unsampling/noise inversion methods and other advanced img2img techniques for inpainting and/or guiding the sampling process with guide images, with results superior to FlowEdit, RF Inversion, and other SOTA implementations. Also new style transfer methods unique to this node pack; regional conditioning for HiDream, Flux, AuraFlow, and WAN; methods for eliminating Flux blur; and temporal conditioning (shift gradually from one prompt to the next with video). 115 sampler types, 24 noise types, 11 noise scaling modes, in a single node. Also includes a wide variety of QoF and other utility nodes for boosting detail, manipulating sigmas, latents, images, and more.

Authored by ClownsharkBatwing

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Run SigmasSchedulePreview without installing ComfyUI

This node already runs on ComfyICU. Open it in the browser, hit run, and you're billed for GPU seconds — not for setup, and not while you're idle.

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