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LatinDarija_English-v2
lachkarsalim/LatinDarija_English-v2
LatinDarija_English-v2 is a translation model from lachkarsalim. Use it when you need text moved from one language to another. It is set up for transformers. The card lists the license as apache-2.0.
--- license: apache-2.0 basemodel: Helsinki-NLP/opus-mt-ar-en
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At a glance
- Task
- Translation
- Library
- transformers
- License
- apache-2.0
- Model type
- marian
- Access
- Public
- Created
- Apr 17, 2024
- Updated
- Apr 17, 2024
- SHA
- 8d171b6e
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Base models
Model card
From the Hugging Face model README
license: apache-2.0 base_model: Helsinki-NLP/opus-mt-ar-en
This model's role is to translate Daraija with Latin words or Arabizi into English. It was trained on 170,000 rows of translation examples.
This model is a fine-tuned version of Helsinki-NLP/opus-mt-ar-en on anDarija Open Dataset (DODa), an ambitious open-source project dedicated to the Moroccan dialect. With about 150,000 entries, DODa is arguably the largest open-source collaborative project for Darija <=> English translation built for Natural Language Processing purposes.
Training hyperparameters
The following hyperparameters were used during training:
- GPU : H100 80GB SXM5
- train_batch_size: 32
- eval_batch_size: 32
- num_epochs: 5
- mixed_precision_training: True FP16 enabled
- Task
- Translation
- Library
- transformers
- Type
- marian
- License
- apache-2.0
- Languages
- ar, en
- Created
- Apr 17, 2024
- Updated
- Apr 17, 2024