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Link to Suraj's huggingface account

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@@ -31,7 +31,7 @@ Finetuning was performed in PyTorch using [taming-transformers](https://github.c
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  The checkpoint can be loaded using [Suraj Patil's implementation](https://github.com/patil-suraj/vqgan-jax) of `VQModel`.
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- * Example notebook, heavily based in work by Suraj:
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  [![Colab](https://miro.medium.com/max/48/1*7oukapIBInsovpHkQB3QZg.jpeg)](https://colab.research.google.com/drive/1kdIsfz-vLHSoI_UPxpVrxQPxY2s593uH?usp=sharing/)
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  The checkpoint can be loaded using [Suraj Patil's implementation](https://github.com/patil-suraj/vqgan-jax) of `VQModel`.
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+ * Example notebook, heavily based in work by [Suraj](https://huggingface.co/valhalla):
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  [![Colab](https://miro.medium.com/max/48/1*7oukapIBInsovpHkQB3QZg.jpeg)](https://colab.research.google.com/drive/1kdIsfz-vLHSoI_UPxpVrxQPxY2s593uH?usp=sharing/)
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