ComfyUI Node: Legacy2_UltraSharkSampler

Authored by ClownsharkBatwing

Created

Updated

1222 stars

Run Legacy2_UltraSharkSampler 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/legacy/samplers/UltraCascade

Inputs

model MODEL
add_noise BOOLEAN
normalize_noise BOOLEAN
noise_type
  • fractal
  • gaussian
  • gaussian_backwards
  • uniform
  • pyramid-cascade_B
  • pyramid-interpolated
  • pyramid-bilinear
  • pyramid-bicubic
  • pyramid-nearest
  • hires-pyramid-bilinear
  • hires-pyramid-bicubic
  • hires-pyramid-nearest
  • brownian
  • laplacian
  • studentt
  • wavelet
  • perlin
alpha FLOAT
k FLOAT
noise_seed INT
cfg FLOAT
positive CONDITIONING
negative CONDITIONING
sampler SAMPLER
sigmas SIGMAS
latent_image LATENT
guide_type
  • residual
  • weighted
guide_weight FLOAT
guide LATENT
guide_weights SIGMAS

Outputs

LATENT

LATENT

LATENT

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 Legacy2_UltraSharkSampler 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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