ComfyUI Node: Legacy_SharkSampler

Authored by ClownsharkBatwing

Created

Updated

164 stars

Category

RES4LYF/legacy/samplers

Inputs

model MODEL
add_noise BOOLEAN
noise_normalize BOOLEAN
noise_stdev FLOAT
noise_mean FLOAT
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
sampler_mode
  • standard
  • unsample
  • resample
scheduler
  • normal
  • karras
  • exponential
  • sgm_uniform
  • simple
  • ddim_uniform
  • beta
  • linear_quadratic
  • kl_optimal
  • beta57
steps INT
denoise FLOAT
cfg FLOAT
truncate_conditioning
  • false
  • true
  • true_and_zero_neg
positive CONDITIONING
negative CONDITIONING
sampler SAMPLER
latent_image LATENT
sigmas SIGMAS
latent_noise LATENT
latent_noise_match LATENT

Outputs

LATENT

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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