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Docker Image/Runpod.IO setup

#17
by mnb3000 - opened
Discussion
mnb3000

Wanted to share my work on containerising/templating SVD deployment for runpod.io instances

Here's a Dockehub image, it has all of the dependencies required to run SVD and automatically downloads the weights to /workspace directory if it can not find them there (this will be configurable soon)

latest or svd-base-xt tag auto-downloads both models, if you only want a specific model use svd-base/svd-xt tags respectively

https://hub.docker.com/repository/docker/mnb3000/runpod-stable-video-diffusion/

And here are automatic preconfigured templates for runpod instances

Base model:
https://runpod.io/gsc?template=dove05wvcv

XT model:
https://runpod.io/gsc?template=0yuqqd2v24

Streamlit UI is available on port 3000
SVD-XT runs fine on RTX A6000 instances for $0.8/hr with discrete_t set to 8
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LuciferYagami
•
edited Nov 28, 2023

Coool, thanks for sharing @mnb3000 . Tried it for svd xt and works out of the box
macadeliccc

@ajobi882 https://huggingface.co/stabilityai/stable-video-diffusion-img2vid-xt/discussions/23
mnb3000

Update 29.11:

  • Dockerfile/shell source is now available in GitHub Repo
  • Added $MODEL_MOUNTPOINT and $PORT env variables
  • Removed nginx reverse proxying
  • Added detailed instructions to run the image locally with directory mounting examples in README on Dockerhub/GitHub
mnb3000

Update 30.11:

  • Replaced git clone with direct wget download for weights, as the repo was updated with diffusers weights, which are not used to run streamlit demo
  • Added build instructions to GitHub README
  • Fixed weights symlinks to checkpoints/ folder

The image is available on (Dockerhub)[https://hub.docker.com/repository/docker/mnb3000/runpod-stable-video-diffusion/] with detailed instructions for running it locally or with a cloud template
LuciferYagami

Hey @mnb3000 , is it possible to run it with 3060ti 12GB and a 16GB RAM? What should be the configuration for these specs?

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