Transformers How to use TransWiC/xlmr-large-ar-CLS with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="TransWiC/xlmr-large-ar-CLS") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("TransWiC/xlmr-large-ar-CLS")
model = AutoModelForSequenceClassification.from_pretrained("TransWiC/xlmr-large-ar-CLS", device_map="auto") 
