jena-shreyas

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Florence2-EntityExtraction

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# 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="jena-shreyas/Florence2-EntityExtraction", trust_remote_code=True)

# Load model directly
from transformers import AutoProcessor, AutoModelForImageTextToText

processor = AutoProcessor.from_pretrained("jena-shreyas/Florence2-EntityExtraction", trust_remote_code=True)
model = AutoModelForImageTextToText.from_pretrained("jena-shreyas/Florence2-EntityExtraction", trust_remote_code=True)