Update README.md

README.md

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----
-license: mit
-language:
-- en
-pipeline_tag: image-to-text
-datasets:
-- katanaml-org/invoices-donut-data-v1
----
-
-## Sparrow - Data extraction from documents with ML
-
-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)
-
-Training loss:
-
-![Training Loss](https://raw.githubusercontent.com/katanaml/sparrow/main/sparrow-ui/assets/donut_training_loss.png)
-
-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)
+---
+license: mit
+language:
+- en
+pipeline_tag: image-to-text
+datasets:
+- katanaml-org/invoices-donut-data-v1
+---