Nodes/CRT-Nodes/Upscale using model adv (CRT)
ComfyUI Node

Upscale using model adv (CRT)

Advanced upscaling with tiling, smart memory management, and precise output control

By PGCRT·Created 2 years ago·Updated 7 days ago· 129
Upscale using model adv (CRT)
  • image
  • IMAGE
  • width
  • height
upscale_model_name
use_fixed_resolutionfalse
output_multiplier1.00
fixed_width1024
fixed_height1024
tile_count1
precisionauto
batch_size1
offload_modeltrue
disable_cachefalse
CategoryCRT/Image

Inputs (11)

NameTypeDefaultDescription
imageIMAGE
upscale_model_nameCOMBOSelect upscale model from models/upscale_models folder
use_fixed_resolutionBOOLEANfalseEnable to use fixed width/height instead of a multiplier
output_multiplierFLOAT1.000.25–8Final output size multiplier relative to input (1.0=same as input, 2.0=double input size)
fixed_widthINT102464–8192Target width for the upscaled image
fixed_heightINT102464–8192Target height for the upscaled image
tile_countCOMBO1Number of tiles per side (1=no tiling, 4=4x4=16 tiles, 8=8x8=64 tiles, etc.)
precisionCOMBOautoProcessing precision (auto=fp16 on CUDA, fp32 on CPU)
batch_sizeINT11–16Number of images to process simultaneously
offload_modelBOOLEANtrueOffload model to CPU after processing to save VRAM
disable_cacheBOOLEANfalseDisable caching to always reprocess images (useful for testing or varying results)

Outputs (3)

NameTypeDescription
IMAGEIMAGE
widthINT
heightINT