🌌 Universal Latent Node for ComfyUI
An enhanced empty latent node for ComfyUI with extended aspect ratio support and optimized performance. Compatible with various models including SD3.5 and SDXL.
✨ Features
Wide Range of Aspect Ratios – Supports square, portrait, landscape, and custom aspect ratios
High Resolution Support – Up to 1536×1536 resolution
Aspect Ratio Lock – Lock width or height while adjusting the other dimension
Flexible Downsampling – Auto or manual selection of downsampling factor
Batch Processing – Generate multiple latent tensors at once
Optimized Performance – Efficient tensor operations for faster processing
🚀 Installation
Clone this repository into your ComfyUI custom_nodes directory:
“`
cd ComfyUI/custom_nodes
git clone https://github.com/theshubzworld/ComfyUI-Universal-Latent.git
“`
Restart ComfyUI
🎨 Usage
Find the node in the node browser as “🌌✨ Universal Latent (Enhanced) 🎨⚡”
Select your desired resolution from the dropdown
Adjust batch size and other parameters as needed
Connect the output to your model’s latent input
⚙️ Parameters
Resolution: Predefined resolutions with common aspect ratios
Batch Size: Number of latent tensors to generate
Width/Height Override: Manually set dimensions
Aspect Ratio Lock: Lock width or height while adjusting the other dimension
Latent Channels: Number of channels in latent space (4 for SD, 16 for Flux)
Downsample Factor: Auto (8) or manual selection (4 or 8)
Invert Ratios: Swap width and height dimensions
🤝 Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
📝 License
This project is licensed under the MIT License – see the LICENSE file for details.