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opus-mt-en-es-scielo
domenicrosati/opus-mt-en-es-scielo
opus-mt-en-es-scielo is a translation model from domenicrosati. Use it when you need text moved from one language to another. It is set up for transformers.
should probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Translation
- Library
- transformers
- Model type
- marian
- Access
- Public
- Created
- Jul 15, 2022
- Updated
- Jul 18, 2022
- SHA
- 3bf6dcdd
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Datasets
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-es-scielo
This model is a fine-tuned version of domenicrosati/opus-mt-en-es-scielo on the scielo dataset. It achieves the following results on the evaluation set:
- Loss: 1.2189
- Bleu: 41.5373
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: 5.6e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 1
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu |
|---|---|---|---|---|
| 1.0943 | 1.0 | 10001 | 1.2189 | 41.5373 |
Framework versions
- Transformers 4.18.0
- Pytorch 1.11.0
- Datasets 2.1.0
- Tokenizers 0.12.1
- Task
- Translation
- Library
- transformers
- Type
- marian
- Created
- Jul 15, 2022
- Updated
- Jul 18, 2022