KSampler Refiner (Arctenox's Essentials)

KSamplerRefiner

Second-pass refiner / hi-res fix node. Typical hi-res fix workflow: 1. KSampler (Arctenox's Essentials) at 512x768, denoise=1.0 --> LATENT 2. KSampler Refiner, upscale_method=bilinear, scale_factor=1.5, denoise=0.45, same seed/sonar --> refined LATENT + IMAGE at 768x1152 Denoise guide: 0.30-0.50 Subtle hi-res fix (adds crisp detail, keeps composition) 0.50-0.70 Moderate rework (allows layout shifts) 0.70-1.00 Heavy rework (treats it almost like a fresh generation)

Pack: Arctenoxs-Essentials_ComfyUI

custom_nodes.Arctenoxs-Essentials_ComfyUI

Inputs (17)

Name	Type	Required
model	MODEL	required
positive	CONDITIONING	required
negative	CONDITIONING	required
latent	LATENT	required
upscale_method	COMBO	required
scale_factor	FLOAT	required
target_width	INT	required
target_height	INT	required
seed	INT	required
sonar	INT	required
steps	INT	required
cfg	FLOAT	required
sampler_name	COMBO	required
scheduler	COMBO	required
denoise	FLOAT	required
vae_decode	COMBO	required
vae	VAE	optional

Outputs (6)

Name	Type
model	MODEL
positive	CONDITIONING
negative	CONDITIONING
latent	LATENT
vae	VAE
image	IMAGE