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arabic-MARBERT-dialect-identification-city
Ammar-alhaj-ali/arabic-MARBERT-dialect-identification-city
arabic-MARBERT-dialect-identification-city is a text classification model from Ammar-alhaj-ali. Use it when you need a label for a piece of text. It is set up for transformers.
arabic-MARBERT-dialect-identification-city Model is a dialect identification model that was built by fine-tuning the MARBERT model. For the fine-tuning, I used MADAR Corpus 26 dataset, which includes 26 labels(cities).
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Aug 9, 2022
- Updated
- Aug 9, 2022
- SHA
- 79192c08
Try a prompt
Model card
From the Hugging Face model README
Arabic-MARBERT-dialect-Identification-City Model
Model description
arabic-MARBERT-dialect-identification-city Model is a dialect identification model that was built by fine-tuning the MARBERT model. For the fine-tuning, I used MADAR Corpus 26 dataset, which includes 26 labels(cities).
How to use
To use the model with a transformers pipeline:
>>>from transformers import pipeline
>>>model = pipeline('text-classification', model='Ammar-alhaj-ali/arabic-MARBERT-dialect-identification-city')
>>>sentences = ['ناطرين البرنامج', 'اكلنا هوا بهل شروة']
>>>model(sentences)
[{'label': 'Beirut', 'score': 0.9731963276863098},
{'label': 'Aleppo', 'score': 0.4592577815055847}]
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Languages
- ar
- Created
- Aug 9, 2022
- Updated
- Aug 9, 2022