Nodes/WASABI/WASABI Conditioning Modulate
ComfyUI Node

WASABI Conditioning Modulate

Token-scheduled scaling/interpolation of CLIP/T5 conditioning with selectable interpolation and blend-back.

By WASasquatch·Created 11 months ago·Updated 11 months ago· 4
WASABI Conditioning Modulate
  • conditioning
  • schedule_options
  • reference_conditioning
  • advanced_options
  • CONDITIONING
modebislerp
scale1.00
blend_back0.00
ref_interpslerp
blend_back_interpslerp
keep_magnitudetrue
eps0
t_ref0.50
Categoryfor_testing

Inputs (12)

NameTypeDefaultDescription
conditioningCONDITIONINGConditioning list from CLIP/T5 text encoders.
modeCOMBObislerpscale: multiply. slerp/lerp: move toward reference. bislerp/bilerp: then blend back toward original.
scaleFLOAT1.000–10Global scale when no scale_schedule. >1 amplifies token magnitudes; <1 reduces.
blend_backFLOAT0.000–1Amount to blend results back toward ORIGINAL (0-1). Overridden per-token by blend_schedule.
ref_interpCOMBOslerpInterpolation toward reference embeddings.
blend_back_interpCOMBOslerpInterpolation for the blend-back phase.
keep_magnitudeBOOLEANtruePreserve original L2 norm after each interpolation phase.
epsFLOAT01e-12–0.001Numerical stability epsilon for normalization and SLERP.
schedule_optionsoptDICTOptional schedules bundle from WASABI ScheduleOptions node.
reference_conditioningoptCONDITIONINGTarget conditioning for slerp/lerp modes.
t_refoptFLOAT0.500–1Global fraction toward reference when ref_schedule is empty.
advanced_optionsoptDICTOptional advanced interpolation parameters from WASABI AdvancedOptions node.

Outputs (1)

NameTypeDescription
CONDITIONINGCONDITIONING