ComfyUI-SVD

Name: ComfyUI-SVD
Author: kijai

Preliminary use of SVD in ComfyUI. NOTE: Quick Implementation, Unstable. See details on repositories.

VRAM Requirements

Direct Answer: The ComfyUI node ComfyUI-SVD requires a minimum base VRAM of 128MB and is optimized for GPUs with at least 4GB of VRAM. Low VRAM mode is fully supported for resource-constrained setups.

High (2-4GB)

Base VRAM:: 128MB (0.1GB)
Recommended GPU:: 4GB+ VRAM
Low VRAM Mode:: ✓ Supported
Estimation Confidence:: MEDIUM

🧮 Interactive VRAM Compatibility Estimator

1. Your GPU VRAM:

2. Base Model Weight:

3. Target Resolution:

4. ComfyUI Optimization launch argument:

Estimated Total VRAM: 3.00 GBTarget: 8 GB

✅ Comfortable Fit

Your GPU has plenty of headroom. You can run this node safely with your active configurations!

Deploy on High-Performance GPUs

Need more VRAM to run ComfyUI with this node? Rent low-cost, high-performance GPUs on Vast.ai instantly.

🚀 Deploy on Vast.ai

Deploy on Cloud GPUs

Need more VRAM to run ComfyUI with this node? Rent low-cost, high-performance cloud GPUs on RunPod instantly.

🚀 Deploy on RunPod

Python Dependencies

Direct Answer: Running ComfyUI-SVD requires installing the following Python package dependencies: einops, hatchling, kornia==0.6.9, omegaconf, open-clip-torch>=2.20.0, pytorch-lightning==2.0.1, sgm@ git+https://github.com/Stability-AI/generative-models, xformers>=0.0.20. Ensure your ComfyUI environment has these packages active before launching.

requirements.txt

einops
hatchling
kornia==0.6.9
omegaconf
open-clip-torch>=2.20.0
pytorch-lightning==2.0.1
sgm@ git+https://github.com/Stability-AI/generative-models
xformers>=0.0.20

🛠️ Interactive Setup & Dependency Resolver

Operating System:

Environment Type:

Run this terminal command in your ComfyUI root folder:

# Loading command...