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")
