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softus-urgente
neiraRail/softus-urgente
softus-urgente is a text classification model from neiraRail. Use it when you need a label for a piece of text. It is set up for transformers.
probably proofread and complete it, then remove this comment. --
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At a glance
- Task
- Text Classification
- Library
- transformers
- Model type
- bert
- Access
- Public
- Created
- Mar 10, 2023
- Updated
- Mar 10, 2023
- SHA
- 23f337a1
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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. -->
softus-urgente
This model is a fine-tuned version of dccuchile/bert-base-spanish-wwm-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.0122
- 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': 'Adam', 'learning_rate': 3e-05, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
- training_precision: float32
Training results
| Train Loss | Epoch |
|---|---|
| 1.1681 | 0 |
| 0.5215 | 1 |
| 0.2933 | 2 |
| 0.1452 | 3 |
| 0.0809 | 4 |
| 0.0669 | 5 |
| 0.0263 | 6 |
| 0.0367 | 7 |
| 0.0380 | 8 |
| 0.0122 | 9 |
Framework versions
- Transformers 4.26.1
- TensorFlow 2.11.0
- Datasets 2.10.1
- Tokenizers 0.13.2
- Task
- Text Classification
- Library
- transformers
- Type
- bert
- Created
- Mar 10, 2023
- Updated
- Mar 10, 2023