Transformers How to use lodestones/Florence-2-base 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="lodestones/Florence-2-base", trust_remote_code=True) # pip install -U transformers accelerate
# Load model directly
from transformers import AutoProcessor, AutoModelForMultimodalLM
processor = AutoProcessor.from_pretrained("lodestones/Florence-2-base", trust_remote_code=True)
model = AutoModelForMultimodalLM.from_pretrained("lodestones/Florence-2-base", trust_remote_code=True, device_map="auto") 
