Transformers How to use ArabicNewsAnalyzer/MARBERTv2-Single-Arabic-Dialect-MSA with Transformers:
# Use a pipeline as a high-level helper
from transformers import pipeline
pipe = pipeline("text-classification", model="ArabicNewsAnalyzer/MARBERTv2-Single-Arabic-Dialect-MSA") # Load model directly
from transformers import AutoTokenizer, AutoModelForSequenceClassification
tokenizer = AutoTokenizer.from_pretrained("ArabicNewsAnalyzer/MARBERTv2-Single-Arabic-Dialect-MSA")
model = AutoModelForSequenceClassification.from_pretrained("ArabicNewsAnalyzer/MARBERTv2-Single-Arabic-Dialect-MSA", device_map="auto") 
