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ComfyDeploy: How ComfyUI Stable Video Diffusion works in ComfyUI?

What is ComfyUI Stable Video Diffusion?

Easily use Stable Video Diffusion inside ComfyUI!

How to install it in ComfyDeploy?

Head over to the machine page

  1. Click on the "Create a new machine" button
  2. Select the Edit build steps
  3. Add a new step -> Custom Node
  4. Search for ComfyUI Stable Video Diffusion and select it
  5. Close the build step dialig and then click on the "Save" button to rebuild the machine

ComfyUI Stable Video Diffusion

Easily use Stable Video Diffusion inside ComfyUI!

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Need help? <a href="https://discord.gg/hwwbNRAq6E">Join our Discord!</a>

1. Installation

Option 1: Install via ComfyUI Manager

Open ComfyUI Manager and install the ComfyUI Stable Video Diffusion (author: thecooltechguy) custom node.

Option 2: Install manually

cd ComfyUI/custom_nodes/
git clone https://github.com/thecooltechguy/ComfyUI-Stable-Video-Diffusion
cd ComfyUI-Stable-Video-Diffusion/
python install.py

2. Download models into ComfyUI/models/svd/

Node types

  • SVDModelLoader
    • Loads the Stable Video Diffusion model
  • SVDSampler
    • Runs the sampling process for an input image, using the model, and outputs a latent
  • SVDDecoder
    • Decodes the sampled latent into a series of image frames
  • SVDSimpleImg2Vid
    • Combines the above 3 nodes above into a single node

Example workflows

Image to video

https://comfyworkflows.com/workflows/5a4cd9fd-9685-4985-adb8-7be84e8636ad

workflow graph sample output

Image to video generation (high FPS w/ frame interpolation)

https://comfyworkflows.com/workflows/bf3b455d-ba13-4063-9ab7-ff1de0c9fa75

workflow graph sample output