Nodes/comfyui-conduit-optimizer/Conduit Speculative KSampler
ComfyUI Node

Conduit Speculative KSampler

A ComfyUI node in Conduit/Sampling with 15 inputs and 3 outputs.

By JosephOIbrahim·Created 7 months ago·Updated 7 months ago· 1
Conduit Speculative KSampler
  • model
  • clip
  • vae
  • positive
  • negative
  • latent_image
  • best_latent
  • best_seed
  • best_score
base_seed0
num_branches4
checkpoint_pct0.30
steps20
cfg7.0
sampler_name
scheduler
denoise1.00
scoring_prompt
CategoryConduit/Sampling

Inputs (15)

NameTypeDefaultDescription
modelMODEL
clipCLIP
vaeVAE
positiveCONDITIONING
negativeCONDITIONING
latent_imageLATENT
base_seedINT00–18446744073709550000
num_branchesINT42–8Number of parallel generations
checkpoint_pctFLOAT0.300.1–0.5When to score and prune (as fraction of steps)
stepsINT201–150
cfgFLOAT7.00–100
sampler_nameCOMBO44 options: euler, euler_cfg_pp, euler_ancestral, euler_ancestral_cfg_pp, heun, heunpp2, +38
schedulerCOMBO9 options: simple, sgm_uniform, karras, exponential, ddim_uniform, beta, +3
denoiseFLOAT1.000–1
scoring_promptoptSTRINGPrompt for CLIP scoring (uses positive if empty)

Outputs (3)

NameTypeDescription
best_latentLATENTBest latent from speculative generation
best_seedINTSeed that produced best result
best_scoreFLOATScore of best result