Transformers How to use clue/roberta_chinese_pair_large with Transformers:
# pip install -U transformers accelerate
# Load model directly
from transformers import AutoModel
model = AutoModel.from_pretrained("clue/roberta_chinese_pair_large", device_map="auto") 
