Transformers How to use Heliosoph/florence-2-base-ft-quantized-onnx 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="Heliosoph/florence-2-base-ft-quantized-onnx") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoProcessor, AutoModelForMultimodalLM
processor = AutoProcessor.from_pretrained("Heliosoph/florence-2-base-ft-quantized-onnx")
model = AutoModelForMultimodalLM.from_pretrained("Heliosoph/florence-2-base-ft-quantized-onnx", device_map="auto") 
