1.9 KiB
1.9 KiB
Sage_KSamplerTiledDecoder
KSampler + Tiled Decoder
A KSampler node with integrated VAE decoder that supports optional tiled decoding for memory-efficient processing of large images.
Inputs
Required
- model (MODEL): The model used for denoising the input latent
- sampler_info (SAMPLER_INFO): Sampler settings from Sage_SamplerInfo node
- positive (CONDITIONING): Conditioning describing attributes to include in the image
- negative (CONDITIONING): Conditioning describing attributes to exclude from the image
- latent_image (LATENT): The latent image to denoise
- vae (VAE): The VAE used for decoding the latent image
- denoise (FLOAT): Amount of denoising applied
- Default: 1.0, Range: 0.0 to 1.0, Step: 0.01
Optional
- tiling_info (TILING_INFO): Tiling parameters from Sage_TilingInfo node for memory-efficient decoding
- advanced_info (ADV_SAMPLER_INFO): Advanced sampler options from Sage_AdvSamplerInfo node
Outputs
- LATENT: The denoised latent image
- IMAGE: The decoded image (tiled if tiling_info provided)
Usage
Use for workflows that require both sampling and immediate image output with optional memory-efficient tiled decoding. Connect Sage_TilingInfo to enable tiled VAE decoding for large images, and optionally connect Sage_AdvSamplerInfo for advanced sampling control.
Notes
- Combines sampling and VAE decoding in a single node
- Automatically uses tiled decoding when Sage_TilingInfo is connected
- Tiling enables processing of high-resolution images with limited VRAM
- Supports both spatial and temporal tiling for video content
- Advanced sampling options available through Sage_AdvSamplerInfo
- Automatically adjusts tiling parameters for compatibility
- Handles video batch reshaping for proper output format
- More efficient than separate sampler + decoder nodes
- Essential for high-resolution workflows with VRAM constraints