How to use from the
Use from the
Transformers library
# Use a pipeline as a high-level helper
# Warning: Pipeline type "image-to-text" is no longer supported in transformers v5.
# You must load the model directly (see below) or downgrade to v4.x with:
# 'pip install "transformers<5.0.0'
from transformers import pipeline

pipe = pipeline("image-to-text", model="katanaml/donut-demo")
# Load model directly
from transformers import AutoTokenizer, AutoModelForImageTextToText

tokenizer = AutoTokenizer.from_pretrained("katanaml/donut-demo")
model = AutoModelForImageTextToText.from_pretrained("katanaml/donut-demo")
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Donut model finetuned with CORD dataset. Mean accuracy: 0.901198895445646

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Dataset used to train katanaml/donut-demo

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