Transformers How to use HrantDinkFoundation/arabic-hs-4class-prediction with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="HrantDinkFoundation/arabic-hs-4class-prediction") # pip install -U transformers accelerate
# Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("HrantDinkFoundation/arabic-hs-4class-prediction")
model = AutoModelForSequenceClassification.from_pretrained("HrantDinkFoundation/arabic-hs-4class-prediction", device_map="auto") 
