Transformers How to use hardiksr/formality-classifier-bert-base-arabic-camelbert-msa-data with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="hardiksr/formality-classifier-bert-base-arabic-camelbert-msa-data") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("hardiksr/formality-classifier-bert-base-arabic-camelbert-msa-data")
model = AutoModelForSequenceClassification.from_pretrained("hardiksr/formality-classifier-bert-base-arabic-camelbert-msa-data", device_map="auto") 
