Create README.md

Author: patil-suraj

README.md

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+# vqgan-jax
+[WIP] JAX implementation of [taming-transformers](https://github.com/CompVis/taming-transformers) VQGAN.
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+>(Note: For now this only consits of the `VQModel` for inference, the discriminatior, transformer and training scripts will be added later)
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+Use this [![Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1mdXXsMbV6K_LTvCh3IImRsFIWcKU5m1w?usp=sharing)
+ to see how to use this model to encode and reconstruct images.