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jax-vqgan's Introduction

jax-vqgan: Implementation of VQGAN in JAX/Flax.

This README is a very short. To learn everything you need to know about this repo, see our full documentation

pdm-managed Docs Github Actions

If you want to start a project just install pdm, init project and install dependencies and of you go. Everything can be found in the documentation.

TODO list

  • Full train and test pipeline ๐Ÿ˜›. I don't have a GPU for such a task so if anyone would like to lend me a GPU or try to do it themselves and give feedback and results I would be delighted ๐Ÿ‘Œ.
  • Make documentation better
  • Add package and dependency manager pdm
  • Check jaxtyping if it time and memory optimize. If yes I think it would be great to add it. I've decided not to use it because it won't provide much readability as I thought, and I don't think we need to provide more input validation in the architecture. However, it doesn't worsen performance, but I'm not fully convinced that it will be a big plus given that we will be dependent on this framework. If anyone has a different opinion pls share maybe I am wrong.
  • Make more tests to make coverage test percentage higher ๐Ÿ˜
  • Test distributed learning
  • Add pip deployment
  • Add hugging face deployment

jax-vqgan's People

Contributors

wolodjaz avatar adgut1509 avatar

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