How to use dl4ds/herbaria_foundation_model with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("zero-shot-image-classification", model="dl4ds/herbaria_foundation_model", device_map="auto") pipe( "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png", candidate_labels=["animals", "humans", "landscape"], )
# Load model directly from transformers import AutoProcessor, AutoModelForZeroShotImageClassification processor = AutoProcessor.from_pretrained("dl4ds/herbaria_foundation_model") model = AutoModelForZeroShotImageClassification.from_pretrained("dl4ds/herbaria_foundation_model", device_map="auto")
