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JAX + Haiku package for the discrete VAE used for DALL·E.

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Overview

This is an unofficial port of the dalle encoder/decoder models and checkpoints to Jax + Haiku, while preserving the same output. See examples/test_consistency.py for details.

To run the examples, the checkpoints must be downloaded into the examples folder:

cd examples
wget https://cdn.openai.com/dall-e/encoder.pkl
wget https://cdn.openai.com/dall-e/decoder.pkl

TODO

  • Test/benchmark on TPUs
  • Add dataloading code to bulk preprocess tfrecord datasets for dall-e training

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JAX + Haiku package for the discrete VAE used for DALL·E.

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