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opus-mt-en-ro-finetuned-en-to-ro
mitrabrindaa/opus-mt-en-ro-finetuned-en-to-ro
opus-mt-en-ro-finetuned-en-to-ro is a machine learning model from mitrabrindaa. 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.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Library
- transformers
- License
- apache-2.0
- Model type
- marian
- Access
- Public
- Created
- Jun 20, 2025
- Updated
- Jun 25, 2025
- SHA
- 31b200fc
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-ro-finetuned-en-to-ro
This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-ro on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.9143
- Bleu: 32.8129
- Gen Len: 38.4
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: 4
- eval_batch_size: 4
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu | Gen Len |
|---|---|---|---|---|---|
| 0.3589 | 1.0 | 3 | 0.9176 | 34.5521 | 37.8 |
| 0.3146 | 2.0 | 6 | 0.9147 | 32.7239 | 37.9 |
| 0.2165 | 3.0 | 9 | 0.9146 | 32.7239 | 37.9 |
| 0.0543 | 4.0 | 12 | 0.9143 | 32.8129 | 38.4 |
| 0.083 | 5.0 | 15 | 0.9143 | 32.8129 | 38.4 |
Framework versions
- Transformers 4.52.4
- Pytorch 2.7.1+cu126
- Datasets 3.6.0
- Tokenizers 0.21.2
- Library
- transformers
- Type
- marian
- License
- apache-2.0
- Created
- Jun 20, 2025
- Updated
- Jun 25, 2025