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susanna-en-ml-translation-model
talk-to/susanna-en-ml-translation-model
susanna-en-ml-translation-model is a machine learning model from talk-to. 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.
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 24, 2024
- Updated
- Jun 26, 2024
- SHA
- 22323818
Base models
Model card
From the Hugging Face model README
<!-- This model card has been generated automatically according to the information Keras had access to. You should
probably proofread and complete it, then remove this comment. -->
Arunjith/susanna-en-ml-translation-model
This model is a fine-tuned version of Helsinki-NLP/opus-mt-en-ml on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.0113
- Validation Loss: 0.1623
- Epoch: 9
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:
- optimizer: {'name': 'AdamWeightDecay', 'learning_rate': 2e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 0.0354 | 0.1432 | 0 |
| 0.0310 | 0.1451 | 1 |
| 0.0266 | 0.1539 | 2 |
| 0.0220 | 0.1531 | 3 |
| 0.0195 | 0.1490 | 4 |
| 0.0190 | 0.1611 | 5 |
| 0.0169 | 0.1546 | 6 |
| 0.0132 | 0.1596 | 7 |
| 0.0132 | 0.1618 | 8 |
| 0.0113 | 0.1623 | 9 |
Framework versions
- Transformers 4.41.2
- TensorFlow 2.15.0
- Datasets 2.20.0
- Tokenizers 0.19.1
- Library
- transformers
- Type
- marian
- License
- apache-2.0
- Created
- Jun 24, 2024
- Updated
- Jun 26, 2024