ComfyUI Node: ClownsharKSampler

Authored by ClownsharkBatwing

Created

Updated

164 stars

Category

RES4LYF/samplers

Inputs

model MODEL
noise_type_init
  • none
  • brownian
  • gaussian
  • gaussian_backwards
  • laplacian
  • perlin
  • studentt
  • uniform
  • wavelet
  • brown
  • pink
  • white
  • blue
  • violet
  • hires-pyramid-bicubic
  • hires-pyramid-bilinear
  • hires-pyramid-nearest
  • pyramid-bicubic
  • pyramid-bilinear
  • pyramid-nearest
  • pyramid-interpolated
  • pyramid-cascade_B
noise_type_sde
  • none
  • brownian
  • gaussian
  • gaussian_backwards
  • laplacian
  • perlin
  • studentt
  • uniform
  • wavelet
  • brown
  • pink
  • white
  • blue
  • violet
  • hires-pyramid-bicubic
  • hires-pyramid-bilinear
  • hires-pyramid-nearest
  • pyramid-bicubic
  • pyramid-bilinear
  • pyramid-nearest
  • pyramid-interpolated
  • pyramid-cascade_B
noise_mode_sde
  • none
  • hard_sq
  • hard
  • lorentzian
  • soft
  • soft-linear
  • softer
  • eps
  • sinusoidal
  • exp
  • vpsde
  • hard_var
eta FLOAT
noise_seed INT
sampler_mode
  • standard
  • unsample
  • resample
sampler_name
  • none
  • res_2m
  • res_3m
  • res_2s
  • res_3s
  • res_3s_alt
  • res_3s_cox_matthews
  • res_3s_lie
  • res_3s_strehmel_weiner
  • res_4s_krogstad
  • res_4s_strehmel_weiner
  • res_4s_cox_matthews
  • res_4s_munthe-kaas
  • res_5s
  • res_6s
  • res_8s
  • res_10s
  • res_15s
  • res_16s
  • etdrk2_2s
  • etdrk3_a_3s
  • etdrk3_b_3s
  • deis_2m
  • deis_3m
  • deis_4m
  • ralston_2s
  • ralston_3s
  • ralston_4s
  • dpmpp_2m
  • dpmpp_3m
  • dpmpp_2s
  • dpmpp_sde_2s
  • dpmpp_3s
  • lawson4_4s
  • genlawson41_4s
  • modgenlawson41_4s
  • midpoint_2s
  • heun_2s
  • heun_3s
  • houwen-wray_3s
  • kutta_3s
  • ssprk3_3s
  • rk38_4s
  • rk4_4s
  • rk5_7s
  • rk6_7s
  • bogacki-shampine_4s
  • bogacki-shampine_7s
  • dormand-prince_6s
  • dormand-prince_13s
  • tsi_7s
  • ddim
  • euler
implicit_sampler_name
  • none
  • explicit_diagonal
  • explicit_full
  • irk_exp_diag_2s
  • gauss-legendre_2s
  • gauss-legendre_3s
  • gauss-legendre_4s
  • gauss-legendre_5s
  • radau_ia_2s
  • radau_ia_3s
  • radau_iia_2s
  • radau_iia_3s
  • lobatto_iiia_2s
  • lobatto_iiia_3s
  • lobatto_iiib_2s
  • lobatto_iiib_3s
  • lobatto_iiic_2s
  • lobatto_iiic_3s
  • lobatto_iiic_star_2s
  • lobatto_iiic_star_3s
  • lobatto_iiid_2s
  • lobatto_iiid_3s
  • kraaijevanger_spijker_2s
  • qin_zhang_2s
  • pareschi_russo_2s
  • pareschi_russo_alt_2s
  • crouzeix_2s
  • crouzeix_3s
scheduler
  • normal
  • karras
  • exponential
  • sgm_uniform
  • simple
  • ddim_uniform
  • beta
  • linear_quadratic
  • kl_optimal
  • beta57
steps INT
implicit_steps INT
denoise FLOAT
denoise_alt FLOAT
cfg FLOAT
extra_options STRING
positive CONDITIONING
negative CONDITIONING
sigmas SIGMAS
latent_image LATENT
guides GUIDES
options OPTIONS
automation AUTOMATION

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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