Nodes/ComfyUI-TIDE/TIDE High-Resolution Extrapolation
ComfyUI Node

TIDE High-Resolution Extrapolation

A ComfyUI node in model_patches/TIDE with 17 inputs and 1 output.

By xmarre·Created 3 months ago·Updated 3 months ago· 1
TIDE High-Resolution Extrapolation
  • model
  • model
width2048
height2048
text_anchor_strength1.00
temperature_strength1.00
base_width1024
base_height1024
alpha_low0.60
alpha_high0.20
tau_max1.00
frequency_modeofficial_raw
apply_to_double_blockstrue
apply_to_single_blockstrue
apply_to_native_or_smallerfalse
force_pytorch_attention_with_masktrue
preserve_existing_wrappertrue
debugfalse
Categorymodel_patches/TIDE

Inputs (17)

NameTypeDefaultDescription
modelMODEL
widthINT204816–16384
heightINT204816–16384
text_anchor_strengthFLOAT1.000–4Multiplier on paper beta=log(target_pixels/base_pixels). 1.0 matches the paper/official code.
temperature_strengthFLOAT1.000–40 disables Dynamic Temperature Control; 1.0 matches the official dyheating curve.
base_widthoptINT102416–16384
base_heightoptINT102416–16384
alpha_lowoptFLOAT0.600–8
alpha_highoptFLOAT0.200–8
tau_maxoptFLOAT1.000.01–4
frequency_modeoptCOMBOofficial_raw2 options: official_raw, paper_normalized
apply_to_double_blocksoptBOOLEANtrue
apply_to_single_blocksoptBOOLEANtrue
apply_to_native_or_smalleroptBOOLEANfalse
force_pytorch_attention_with_maskoptBOOLEANtrueUse PyTorch SDPA for masked TIDE attention to avoid backends that reject or densify additive masks.
preserve_existing_wrapperoptBOOLEANtrue
debugoptBOOLEANfalse

Outputs (1)

NameTypeDescription
modelMODEL