README.md

metadata

language: en
base_model: Bennet1996/donut-small
tags:
  - lora
  - donut
  - receipt-extraction
library_name: peft
license: apache-2.0
datasets:
  - receipt-dataset
pipeline_tag: document-question-answering

Donut Receipt LoRA Adapter 🧾

This is a LoRA adapter fine-tuned on Bennet1996/donut-small for receipt key information extraction.

Extracts:

• company
• date (any format: DD/MM/YYYY, DD-MM-YYYY, etc.)
• address
• total

You can attach this adapter to the base Donut model like:

from peft import PeftModel
from transformers import VisionEncoderDecoderModel
base = VisionEncoderDecoderModel.from_pretrained("Bennet1996/donut-small")
model = PeftModel.from_pretrained(base, "YOUR_USERNAME/donut-receipt-lora-finetuned-adapter")