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TT Latent Factory TT_LatentFactory

This description was generated with AI assistance. If you spot any errors, please create an issue on GitHub.

Generate empty latent images with precise dimension control based on aspect ratio and megapixel count.

Automatically calculates correct dimensions for FLUX and SDXL models, plus separate CLIP conditioning sizes.

Parameters

Parameter Type Description
aspect_ratio DROPDOWN Image proportions (1:1, 4:3, 3:2, 16:9, 21:9)
seed INT Seed for reproducible results (0 - 2^64-1)
megapixels DROPDOWN Total resolution (0.5 MP, 1 MP, 2 MP, 4 MP, 8 MP)
orientation DROPDOWN landscape or portrait
model_type DROPDOWN FLUX (16 channels) or SDXL (4 channels)
clip_multiplier DROPDOWN CLIP target size multiplier (1x, 2x, 4x)
batch_size INT Number of latents to generate (default: 1)

Outputs

Output Type Description
LATENT LATENT Empty latent image tensor with random noise
SEED INT Seed value
WIDTH INT Calculated image width (rounded to multiple of 64)
HEIGHT INT Calculated image height (rounded to multiple of 64)
TARGET_WIDTH INT CLIP conditioning target width
TARGET_HEIGHT INT CLIP conditioning target height

Example

Select 16:9, 2 MP, landscape, FLUX, 2x → generates 1920×1088 latent with 3840×2176 CLIP dimensions.


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