Smart Latent

A ComfyUI node in itsjustregi / SDXL Adherence with 17 inputs and 5 outputs.

By regiellis·Created 12 months ago·Updated 11 months ago· 9

Smart Latent

◄mode▾►

◄width1024►

◄height1024►

◄resolutionUse width/height►

◄snap_modepad_up►

◄pad_kindreflect►

◄pad_value128►

◄batch1►

◄tile_size320►

◄tile_overlap32►

◄force_bchwtrue►

◄use_tiledtrue►

◄seed0►

◄max_pixels1048576►

◄max_long_side0►

Categoryitsjustregi / SDXL Adherence

Inputs (17)

Name	Type	Default	Description
vae	VAE		VAE model used to create or encode latents.
mode	COMBO		Create an empty latent or encode an input image.
width	INT	102464–4096	Requested width; may downscale by 64s to respect max_pixels.
height	INT	102464–4096	Requested height; may downscale by 64s to respect max_pixels.
resolutionopt	COMBO	Use width/height	Quick presets; selecting one overrides width/height (empty mode).
snap_modeopt	COMBO	pad_up	Snap policy for non-64 dims: pad, downscale, resize, or crop.
pad_kindopt	COMBO	reflect	Padding type for pad_up/downscale (reflect avoids seams). 'edge' behaves like 'replicate'.
pad_valueopt	INT	1280–255	Pad value (constant mode only).
batchopt	INT	11–16	Batch size for empty latent or image batch.
imageopt	IMAGE		Image tensor when mode = encode_image.
tile_sizeopt	INT	320192–512	Tile size for VAE.encode_tiled if available.
tile_overlapopt	INT	320–256	Tile overlap for tiled VAE encode/decode.
force_bchwopt	BOOLEAN	true	Ensure image is [B,C,H,W] before encoding.
use_tiledopt	BOOLEAN	true	Use tiled VAE encode/decode when available.
seedopt	INT	0	Reserved for future use.
max_pixelsopt	INT	104857665536–16777216	Upper bound on W*H; uniformly downscale to fit if exceeded.
max_long_sideopt	INT	00–8192	Optional VRAM guard: if >0, downscale input image so max(H,W) <= this before snapping.