Update README.md

README.md

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 ---
 license: mit
+library_name: pytorch
+tags:
+- gan
+- sngan
+- huggan
+dataset: ChainYo/rvl-cdip-invoice
 ---
 
-DocuGAN model
+## Model description
+
+SN-GAN implementation with PyTorch-Lightning to generate Documents.
+
+## Generated samples
+
+<img src="https://github.com/ChainYo/docugan/blob/master/documents_samples.png" width="400" height="1200">
+
+Project repository: [DocuGAN](https://github.com/ChainYo/docugan).
+
+## Usage
+
+You see the genration tool on HuggingFace by trying the [space demo](https://huggingface.co/spaces/ChainYo/DocuGAN).
+
+## Training data
+
+For training, I used the invoices subpart of `RVL-CDIP` dataset. Find the full dataset [here](https://huggingface.co/datasets/ChainYo/rvl-cdip)