YSKartal/bert-base-turkish-cased-turkish_offensive_trained_model
This model is a fine-tuned version of dbmdz/bert-base-turkish-cased on offenseval2020_tr dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.0365
- Validation Loss: 0.4846
- Train F1: 0.6993
- Epoch: 3
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': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 7936, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Train F1 | Epoch |
|---|---|---|---|
| 0.3003 | 0.2664 | 0.6971 | 0 |
| 0.1866 | 0.3018 | 0.6990 | 1 |
| 0.0860 | 0.3803 | 0.7032 | 2 |
| 0.0365 | 0.4846 | 0.6993 | 3 |
Framework versions
- Transformers 4.23.1
- TensorFlow 2.9.2
- Datasets 2.6.1
- Tokenizers 0.13.1
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Base model
dbmdz/bert-base-turkish-cased