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topic_classification_01
This model is a fine-tuned version of microsoft/xtremedistil-l6-h256-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.0306
- Train Binary Crossentropy: 0.5578
- 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 | Train Binary Crossentropy | Epoch |
|---|---|---|
| 0.0397 | 0.7274 | 0 |
| 0.0352 | 0.6392 | 1 |
| 0.0339 | 0.6142 | 2 |
| 0.0330 | 0.5989 | 3 |
| 0.0324 | 0.5882 | 4 |
| 0.0319 | 0.5799 | 5 |
| 0.0315 | 0.5730 | 6 |
| 0.0312 | 0.5672 | 7 |
| 0.0309 | 0.5623 | 8 |
| 0.0306 | 0.5578 | 9 |
Framework versions
- Transformers 4.20.1
- TensorFlow 2.9.1
- Datasets 2.3.2
- Tokenizers 0.12.1
