Update README.md

README.md

@@ -11,6 +11,8 @@ datasets:
 
 This model is finetuned Donut ML base model on invoices data. Model aims to verify how well Donut performs on enterprise docs.
 
+Mean accuracy on test set: 0.96
+
 Inference:
 
 ![Inference Results](https://raw.githubusercontent.com/katanaml/sparrow/main/sparrow-ui/assets/inference_actual.png)
@@ -21,6 +23,8 @@ Training loss:
 
 Sparrow on [GitHub](https://github.com/katanaml/sparrow)
 
+Sample invoice [docs](https://github.com/katanaml/sparrow/tree/main/sparrow-ui/docs/images) to use for inference (docs up to 500 were used for fine-tuning, use docs from 500 for inference)
+
 Our website [KatanaML](https://www.katanaml.io)
 
 On [Twitter](https://twitter.com/katana_ml)