How to use wkcn/TinyCLIP-ViT-61M-32-Text-29M-LAION400M with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("zero-shot-image-classification", model="wkcn/TinyCLIP-ViT-61M-32-Text-29M-LAION400M") 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("wkcn/TinyCLIP-ViT-61M-32-Text-29M-LAION400M") model = AutoModelForZeroShotImageClassification.from_pretrained("wkcn/TinyCLIP-ViT-61M-32-Text-29M-LAION400M", device_map="auto")
