ComfyUI Node

🌫️ LDM Empty Latent

Creates an empty (zero-initialized) latent tensor for text-to-image generation. The LDM f8 VAE uses 4 latent channels with 8Γ— spatial downsampling (e.g. 256Γ—256 pixels β†’ 32Γ—32 latent). Recommended resolutions: 256Γ—256 (native training resolution). Higher resolutions (512, 1024) are possible but may produce artifacts since the model was trained at 256.

By WinlenskyΒ·Created a day agoΒ·Updated about 12 hours agoΒ· 1
🌫️ LDM Empty Latent
    • LATENT
    β—„width256β–Ί
    β—„height256β–Ί
    β—„batch_size1β–Ί
    CategoryLDM

    Inputs (3)

    NameTypeDefaultDescription
    widthINT25664–1024Image width in pixels. Must be a multiple of 8. Native training resolution is 256.
    heightINT25664–1024Image height in pixels. Must be a multiple of 8. Native training resolution is 256.
    batch_sizeINT11–8Number of images to generate in a single pass.

    Outputs (1)

    NameTypeDescription
    LATENTLDM_LATENTβ€”