Nodes/Hermes Nodes/WAN Dual KSampler (Boundary)
ComfyUI Node

WAN Dual KSampler (Boundary)

Boundary-based Dual KSampler for WAN 2.2 MoE: switches from HIGH to LOW model based on timestep boundary.

By Lannister34·Created 10 months ago·Updated 10 days ago· 1
WAN Dual KSampler (Boundary)
  • model_high
  • model_low
  • positive
  • negative
  • latent_image
  • latent
◄seed0►
◄steps20►
◄boundary0.875►
◄cfg6.0►
◄sampler_name▾►
◄scheduler▾►
◄denoise1.00►
Categorysampling

Inputs (12)

NameTypeDefaultDescription
model_highMODELThe HIGH noise model (handles high noise levels, t > boundary).
model_lowMODELThe LOW noise model (handles low noise levels, t < boundary).
seedINT00–18446744073709550000The random seed used for creating the noise.
stepsINT201–10000Total number of denoising steps.
boundaryFLOAT0.8750–1Timestep boundary for model switching. Recommended: 0.875 for T2V, 0.9 for I2V.
cfgFLOAT6.00–100Classifier-Free Guidance scale.
sampler_nameCOMBOThe sampling algorithm to use.
schedulerCOMBOThe scheduler for noise removal.
positiveCONDITIONINGPositive conditioning (prompt).
negativeCONDITIONINGNegative conditioning.
latent_imageLATENTThe latent image to denoise.
denoiseFLOAT1.000–1Denoising strength.

Outputs (1)

NameTypeDescription
latentLATENTThe denoised latent.