Transformers How to use xpmir/cross-encoder-MiniLM-L12-Hinge with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="xpmir/cross-encoder-MiniLM-L12-Hinge") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("xpmir/cross-encoder-MiniLM-L12-Hinge")
model = AutoModelForSequenceClassification.from_pretrained("xpmir/cross-encoder-MiniLM-L12-Hinge", device_map="auto") 
