How to use ostris/CLIP-ViT-H-14-448 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("zero-shot-image-classification", model="ostris/CLIP-ViT-H-14-448") pipe( "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/hub/parrots.png", candidate_labels=["animals", "humans", "landscape"], )
# Load model directly from transformers import AutoTokenizer, CLIPVisionModelWithProjection tokenizer = AutoTokenizer.from_pretrained("ostris/CLIP-ViT-H-14-448") model = CLIPVisionModelWithProjection.from_pretrained("ostris/CLIP-ViT-H-14-448")
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