ComfyUI Node: 🔧 KSampler Stochastic Variations

Authored by cubiq

Created

Updated

821 stars

Category

essentials/sampling

Inputs

model MODEL
latent_image LATENT
noise_seed INT
steps INT
cfg FLOAT
sampler
  • euler
  • euler_cfg_pp
  • euler_ancestral
  • euler_ancestral_cfg_pp
  • heun
  • heunpp2
  • dpm_2
  • dpm_2_ancestral
  • lms
  • dpm_fast
  • dpm_adaptive
  • dpmpp_2s_ancestral
  • dpmpp_2s_ancestral_cfg_pp
  • dpmpp_sde
  • dpmpp_sde_gpu
  • dpmpp_2m
  • dpmpp_2m_cfg_pp
  • dpmpp_2m_sde
  • dpmpp_2m_sde_gpu
  • dpmpp_3m_sde
  • dpmpp_3m_sde_gpu
  • ddpm
  • lcm
  • ipndm
  • ipndm_v
  • deis
  • res_multistep
  • res_multistep_cfg_pp
  • res_multistep_ancestral
  • res_multistep_ancestral_cfg_pp
  • gradient_estimation
  • ddim
  • uni_pc
  • uni_pc_bh2
scheduler
  • normal
  • karras
  • exponential
  • sgm_uniform
  • simple
  • ddim_uniform
  • beta
  • linear_quadratic
  • kl_optimal
positive CONDITIONING
negative CONDITIONING
variation_seed INT:seed
variation_strength FLOAT
cfg_scale FLOAT

Outputs

LATENT

Extension: ComfyUI Essentials

Essential nodes that are weirdly missing from ComfyUI core. With few exceptions they are new features and not commodities. I hope this will be just a temporary repository until the nodes get included into ComfyUI.

Authored by cubiq

View Nodes

Run ComfyUI workflows in the Cloud!

No downloads or installs are required. Pay only for active GPU usage, not idle time. No complex setups and dependency issues

Learn more