---
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.

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 code on [GitHub](https://github.com/katanaml/sparrow)
[KatanaML](https://www.katanaml.io)