KSampler Plus

AUNKSamplerPlusv3

Progressive two-pass sampler with pixel-space upscale and optional final refinement. Flow: Base (first pass) → Latent upscaled (second pass) → Both upscaled (pixel-upscale decoded latent, then resample mirroring second pass) → Refined image (optional). Upscaled type returns one of: 'Both upscaled', 'Latent upscaled', 'Image upscaled', or 'No upscale'. If refine is enabled, ' Refined' is appended.

Pack: AUN ComfyUI Nodes

custom_nodes.AUN-ComfyUI-Nodes

Inputs (26)

NameTypeRequired
vaeVAErequired
modelMODELrequired
seedINTrequired
steps_totalINTrequired
steps_firstINTrequired
start_step_secondINTrequired
cfgFLOATrequired
cfg_latent_upscaleFLOATrequired
sampler_nameCOMBOrequired
schedulerCOMBOrequired
positiveCONDITIONINGrequired
negativeCONDITIONINGrequired
latent_imageLATENTrequired
denoiseFLOATrequired
latent_upscaleBOOLEANrequired
upscaling_denoiseFLOATrequired
upscale_methodCOMBOrequired
ratioFLOATrequired
image_upscaleBOOLEANrequired
image_upscale_methodCOMBOrequired
image_upscale_modelCOMBOrequired
image_upscale_ratioFLOATrequired
image_upscale_refineBOOLEANrequired
img_refine_stepsINTrequired
img_refine_denoiseFLOATrequired
verboseBOOLEANrequired

Outputs (7)

NameType
Base imageIMAGE
Image upscaledIMAGE
Latent upscaledIMAGE
Both upscaledIMAGE
Refined imageIMAGE
LATENTLATENT
Upscaled typeSTRING