How to use ZennyKenny/stable-diffusion-xl-base-1.0_NatalieDiffusion with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("zero-shot-image-classification", model="ZennyKenny/stable-diffusion-xl-base-1.0_NatalieDiffusion") 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("ZennyKenny/stable-diffusion-xl-base-1.0_NatalieDiffusion") model = AutoModelForZeroShotImageClassification.from_pretrained("ZennyKenny/stable-diffusion-xl-base-1.0_NatalieDiffusion", device_map="auto")
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