Yousef1258852/arabic-dialect-classifier

Arabic Dialect Classifier (5-Class Identification Model)

📌 Model Overview

Fine-tuned transformer model specializing in identifying 5 primary Arabic dialect clusters:

• EGY: Egyptian Arabic
• GLF: Gulf Arabic
• LEV: Levantine Arabic
• MAG: Maghrebi Arabic
• MSA: Modern Standard Arabic

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📊 Evaluation & Accuracies

Tested against the Yousef1258852/arabic-dialect-eval-1k benchmark:

Dialect Class	Precision	Recall	F1 Score
Egyptian (EGY)	0.91	0.90	0.905
Gulf (GLF)	0.88	0.87	0.875
Levantine (LEV)	0.89	0.89	0.890
Maghrebi (MAG)	0.86	0.87	0.865
Modern Standard (MSA)	0.94	0.93	0.935
Macro Average	0.896	0.892	0.894

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💻 Usage Example

from transformers import pipeline

classifier = pipeline("text-classification", model="Yousef1258852/arabic-dialect-classifier")
print(classifier("واش راك خويا لاباس عليك كلشي مزيان"))
# [{'label': 'MAG', 'score': 0.978}]

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👤 Author & Maintainer

Yousef Khaled
Senior AI Systems Architect

• Hugging Face: @Yousef1258852
• GitHub: @yousefkhaled2005