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finetuned-mbart50-en-tel
ritika-kumar/finetuned-mbart50-en-tel
finetuned-mbart50-en-tel is a machine learning model from ritika-kumar. Use it for the machine learning task on the model card, and read the license before you ship it in a product. It is set up for transformers. 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. source group: English target group: Telugu model: transformer
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- mbart
- Access
- Public
- Created
- Aug 1, 2024
- Updated
- Aug 1, 2024
- SHA
- 54466f07
Base models
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: Telugu model: transformer
Model description
facebook/mbart-large-50-many-to-many-mmt finetuned for translation task in Telugu language
Training and evaluation data
ai4bharath/samanantar
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-5
- warmup_steps: 500
- total_train_batch_size: 8
- num_epochs: 1
Benchamark Evaluation
- BLEU score on Tatoeba: 35.930411196308434
- BLUE score on IN-22: 14.753637948612852
Framework versions
- Transformers 4.42.3
- Pytorch 2.1.2
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- mbart
- License
- apache-2.0
- Languages
- en, te
- Created
- Aug 1, 2024
- Updated
- Aug 1, 2024