katanaml-org/invoices-donut-model-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:

Training loss:

Sparrow on GitHub

Sample invoice docs to use for inference (docs up to 500 were used for fine-tuning, use docs from 500 for inference)

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