45 lines
1.9 KiB
Markdown
45 lines
1.9 KiB
Markdown
# 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
|