How to use shirastromer/donut-supermarket-receipts with Transformers:
# 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="shirastromer/donut-supermarket-receipts")
# pip install -U transformers accelerate # Load model directly from transformers import AutoTokenizer, AutoModelForMultimodalLM tokenizer = AutoTokenizer.from_pretrained("shirastromer/donut-supermarket-receipts") model = AutoModelForMultimodalLM.from_pretrained("shirastromer/donut-supermarket-receipts", device_map="auto")
This model is a finetune of the donut base model This is still a work in progress!
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