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opus-mt-en-vi
Tohrumi/opus-mt-en-vi
opus-mt-en-vi is a translation model from Tohrumi. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Translation
- Library
- transformers
- License
- apache-2.0
- Model type
- marian
- Access
- Public
- Created
- Feb 25, 2024
- Updated
- Feb 26, 2024
- SHA
- 477c180e
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Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
opus-mt-en-vi
This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-vi on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.2733
- Bleu: 37.1266
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 16
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu |
|---|---|---|---|---|
| 1.4817 | 1.0 | 8333 | 1.2790 | 36.7813 |
| 1.3955 | 2.0 | 16666 | 1.2750 | 36.9542 |
| 1.3368 | 3.0 | 24999 | 1.2733 | 37.1266 |
Framework versions
- Transformers 4.37.0
- Pytorch 2.1.2
- Datasets 2.1.0
- Tokenizers 0.15.1
- Task
- Translation
- Library
- transformers
- Type
- marian
- License
- apache-2.0
- Created
- Feb 25, 2024
- Updated
- Feb 26, 2024