whathefish/my_awesome_model
This model is a fine-tuned version of distilbert-base-german-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.5066
- Validation Loss: 0.7136
- Train Accuracy: 0.5967
- Epoch: 2
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': 435, '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 Accuracy | Epoch |
|---|---|---|---|
| 0.6782 | 0.6667 | 0.5867 | 0 |
| 0.6154 | 0.6703 | 0.5883 | 1 |
| 0.5066 | 0.7136 | 0.5967 | 2 |
Framework versions
- Transformers 4.26.1
- TensorFlow 2.9.0
- Datasets 2.9.0
- Tokenizers 0.13.2