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finetuned-MBart50-en-tam
rahimunisab/finetuned-MBart50-en-tam
finetuned-MBart50-en-tam is a translation model from rahimunisab. Use it when you need text moved from one language to another. The card lists the license as apache-2.0.
This model is a fine-tuned version of facebook/mbart-large-50-many-to-many-mmt on the samanantar dataset.
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At a glance
- Task
- Translation
- License
- apache-2.0
- Model type
- mbart
- Access
- Public
- Created
- Aug 3, 2024
- Updated
- Aug 8, 2024
- SHA
- c8783580
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Datasets
Model card
From the Hugging Face model README
Finetuning
This model is a fine-tuned version of facebook/mbart-large-50-many-to-many-mmt on the samanantar dataset.
source group: English
target group: Tamil
model: transformer
Model description
facebook/mbart-large-50-many-to-many-mmt finetuned for translation task in Tamil language
Training and evaluation data
ai4bharath/samanantar
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-5
- total_train_batch_size: 8
- num_epochs: 1
Benchamark Evaluation
- BLEU score on Tatoeba: 14.058533129758727
- BLUE score on IN-22: 10.161064908809763
Framework versions
- Transformers 4.42.3
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.19.1
- Task
- Translation
- Type
- mbart
- License
- apache-2.0
- Languages
- en, ta
- Created
- Aug 3, 2024
- Updated
- Aug 8, 2024