metadata
license: mit
tags:
- generated_from_keras_callback
model-index:
- name: HuggingAlex1247/distilbert-base-german-europeana-cased-germeval_14
results: []
HuggingAlex1247/distilbert-base-german-europeana-cased-germeval_14
This model is a fine-tuned version of dbmdz/distilbert-base-german-europeana-cased on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.0433
- Validation Loss: 0.1874
- 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': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 1e-05, 'decay_steps': 25500, '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, 'weight_decay_rate': 0.01}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 0.3609 | 0.2115 | 0 |
| 0.1889 | 0.1810 | 1 |
| 0.1430 | 0.1729 | 2 |
| 0.1115 | 0.1647 | 3 |
| 0.0887 | 0.1715 | 4 |
| 0.0726 | 0.1754 | 5 |
| 0.0607 | 0.1790 | 6 |
| 0.0528 | 0.1838 | 7 |
| 0.0473 | 0.1853 | 8 |
| 0.0433 | 0.1874 | 9 |
Framework versions
- Transformers 4.17.0
- TensorFlow 2.6.2
- Datasets 1.18.0
- Tokenizers 0.11.6