# Load model directly
from transformers import AutoProcessor, AutoModelForMaskGeneration

processor = AutoProcessor.from_pretrained("facebook/sam-vit-base")
model = AutoModelForMaskGeneration.from_pretrained("facebook/sam-vit-base")