Nodes/WAS Affine/Latent Upscale (WIP Exp.)
ComfyUI Node

Latent Upscale (WIP Exp.)

A ComfyUI node in latent/resize with 8 inputs and 1 output.

By WASasquatch·Created 12 months ago·Updated 4 months ago· 5
Latent Upscale (WIP Exp.)
  • latents
  • LATENT
scale_by2.00
mode
antialiastrue
hp_sigma0.50
renoise0.00
current_sigma0.0000
seed0
Categorylatent/resize

Inputs (8)

NameTypeDefaultDescription
latentsLATENTLatent dict with key 'samples' shaped [B,C,H,W]. Also accepts [B,C,1,H,W] (e.g., Qwen) and will squeeze the singleton frame dimension automatically.
scale_byFLOAT2.001–8Upscale factor in LATENT space.
modeoptCOMBOHybrid = LP bicubic(+AA) + HP nearest with variance match.
antialiasoptBOOLEANtrueAntialias for bilinear/bicubic where supported.
hp_sigmaoptFLOAT0.500–3Gaussian σ for LP/HP split. 0 disables split.
renoiseoptFLOAT0.000–1Optional additional HP noise (0–1).
current_sigmaoptFLOAT0.00000–2000If >0, scales renoise by this sigma.
seedoptINT00–18446744073709550000RNG seed for renoise. 0 = nondeterministic.

Outputs (1)

NameTypeDescription
LATENTLATENT