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distilroberta_trainedOnCACatalogue
TheophileCA/distilroberta_trainedOnCACatalogue
distilroberta_trainedOnCACatalogue is a fill-mask model from TheophileCA. Use it when you need the model to fill a missing word. 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
- Task
- Fill-Mask
- Library
- transformers
- License
- apache-2.0
- Model type
- roberta
- Access
- Public
- Created
- Apr 19, 2024
- Updated
- Apr 19, 2024
- SHA
- b852fe91
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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. -->
distilroberta_trainedOnCACatalogue
This model is a fine-tuned version of TheophileCA/distilroberta_trainedOnCACatalogue on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 1.1564
- Validation Loss: 1.1547
- Epoch: 14
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 |
|---|---|---|
| 1.7078 | 1.5690 | 0 |
| 1.6687 | 1.5544 | 1 |
| 1.5738 | 1.4494 | 2 |
| 1.4793 | 1.4567 | 3 |
| 1.4418 | 1.4016 | 4 |
| 1.4327 | 1.3699 | 5 |
| 1.3634 | 1.3266 | 6 |
| 1.3034 | 1.2834 | 7 |
| 1.2854 | 1.2797 | 8 |
| 1.2689 | 1.2383 | 9 |
| 1.2379 | 1.2031 | 10 |
| 1.1968 | 1.1526 | 11 |
| 1.1555 | 1.2410 | 12 |
| 1.1486 | 1.2033 | 13 |
| 1.1564 | 1.1547 | 14 |
Framework versions
- Transformers 4.34.0
- TensorFlow 2.12.1
- Datasets 2.14.5
- Tokenizers 0.14.1
- Task
- Fill-Mask
- Library
- transformers
- Type
- roberta
- License
- apache-2.0
- Created
- Apr 19, 2024
- Updated
- Apr 19, 2024