openai/clip-vit-large-patch14 at main (original) (raw)

Instructions to use openai/clip-vit-large-patch14 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

• Libraries
• Transformers
  How to use openai/clip-vit-large-patch14 with Transformers:

Use a pipeline as a high-level helper

from transformers import pipeline
pipe = pipeline("zero-shot-image-classification", model="openai/clip-vit-large-patch14")
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("openai/clip-vit-large-patch14")
model = AutoModelForZeroShotImageClassification.from_pretrained("openai/clip-vit-large-patch14")

• Notebooks
• Google Colab
• Kaggle