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="Roy229/nml7324-ocr-extractor")
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("Roy229/nml7324-ocr-extractor", device_map="auto")
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Document OCR Extractor

Converts scanned invoices and delivery notes into structured JSON for the accounts-payable workflow. Handles mixed-quality scans and rotated pages, feeding the automated three-way matching process.

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