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alan9622
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marabert2-levantine-toxic-model-v4

Text Classification
Safetensors
Arabic
bert
sentiment
levantine
marbert
Eval Results (legacy)
Model card Files
xet
 Community

Levantine Hate Speech Classifier

This model identifies Hate Speech and Abusive Language in Levantine Arabic tweets. It was fine-tuned on the dataset: alan9622/marabert2-levantine-toxic-model-v4-dataset.

πŸ“Š Evaluation

Metric Score
Accuracy 0.9128205128205128
F1 Score 0.908218073979278

πŸ“– Labels

ID Label Definition
0 normal Safe text.
1 toxic abusive or hate Insults/Vulgarity not directed at identity or Attacks based on religion, sect, gender, or nationality.

Usage 

from transformers import pipeline
classifier = pipeline("text-classification", model="alan9622/marabert2-levantine-toxic-model-v4")
classifier("يا Ψ²Ω„Ω…Ψ© Ψ­Ω„ ΨΉΩ†ΩŠ")
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Model tree for alan9622/marabert2-levantine-toxic-model-v4

Base model

UBC-NLP/MARBERTv2
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Dataset used to train alan9622/marabert2-levantine-toxic-model-v4

Evaluation results