Update README.md

Author: patil-suraj

README.md

@@ -1,7 +1,7 @@
 # vqgan-jax
 [WIP] JAX implementation of [taming-transformers](https://github.com/CompVis/taming-transformers) VQGAN.
 
->(Note: For now this only consits of the `VQModel` for inference, the discriminatior, transformer and training scripts will be added later)
+>(Note: For now this only consits of the `VQModel` for inference. The discriminatior, transformer model and training scripts will be added later.)
 
 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.