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my_awesome_opus_eng_it_model
nicola0008/my_awesome_opus_eng_it_model
my_awesome_opus_eng_it_model is a machine learning model from nicola0008. 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
- t5
- Access
- Public
- Created
- Dec 31, 2023
- Updated
- Feb 9, 2024
- SHA
- 1ba16090
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. -->
nicola0008/my_awesome_opus_eng_it_model
This model is a fine-tuned version of t5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.2368
- Validation Loss: 0.0648
- Train Bleu: 86.6656
- Epoch: 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:
- 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 | Train Bleu | Epoch |
|---|---|---|---|
| 3.7832 | 1.3300 | 0.4108 | 0 |
| 1.2407 | 0.4723 | 25.2114 | 1 |
| 0.6088 | 0.2055 | 61.5643 | 2 |
| 0.3563 | 0.1088 | 78.2218 | 3 |
| 0.2368 | 0.0648 | 86.6656 | 4 |
Framework versions
- Transformers 4.35.2
- TensorFlow 2.15.0
- Datasets 2.17.0
- Tokenizers 0.15.1
- Library
- transformers
- Type
- t5
- License
- apache-2.0
- Created
- Dec 31, 2023
- Updated
- Feb 9, 2024