Transformers How to use wkcn/TinyCLIP-ViT-40M-32-Text-19M-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-40M-32-Text-19M-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-40M-32-Text-19M-LAION400M")
model = AutoModelForZeroShotImageClassification.from_pretrained("wkcn/TinyCLIP-ViT-40M-32-Text-19M-LAION400M", device_map="auto") 
