Transformers How to use thu-ml/zh-clip-vit-roberta-large-patch14 with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("thu-ml/zh-clip-vit-roberta-large-patch14", device_map="auto") 
