ComfyUI Node: UltraSharkSampler Tiled

Authored by ClownsharkBatwing

Created

Updated

1222 stars

Run UltraSharkSampler Tiled 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

add_noise BOOLEAN
noise_is_latent 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
guide_type
  • residual
  • weighted
guide_weight FLOAT
tile_width INT
tile_height INT
tiling_strategy
  • padded
  • random
  • random strict
  • simple
max_tile_batch_size INT
model MODEL
positive CONDITIONING
negative CONDITIONING
sampler SAMPLER
sigmas SIGMAS
latent_image LATENT
clip_name
    strength FLOAT
    noise_augment FLOAT
    latent_noise LATENT
    guide LATENT
    guide_weights SIGMAS
    image_cv IMAGE

    Outputs

    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 UltraSharkSampler Tiled 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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