metadata
license: mit
base_model: cahya/bert-base-indonesian-522M
tags:
- generated_from_keras_callback
model-index:
- name: racheilla/bert-base-indonesian-522M-finetuned-pemilu
results: []
racheilla/bert-base-indonesian-522M-finetuned-pemilu
This model is a fine-tuned version of cahya/bert-base-indonesian-522M on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 3.2777
- Validation Loss: 3.3841
- Epoch: 10
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': {'module': 'transformers.optimization_tf', 'class_name': 'WarmUp', 'config': {'initial_learning_rate': 2e-05, 'decay_schedule_fn': {'module': 'keras.optimizers.schedules', 'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': -950, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'registered_name': None}, 'warmup_steps': 1000, 'power': 1.0, 'name': None}, 'registered_name': 'WarmUp'}, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-08, 'amsgrad': False, 'weight_decay_rate': 0.01}
- training_precision: mixed_float16
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 3.2847 | 3.4266 | 0 |
| 3.3000 | 3.4116 | 1 |
| 3.2702 | 3.3975 | 2 |
| 3.2675 | 3.4689 | 3 |
| 3.2982 | 3.3540 | 4 |
| 3.3109 | 3.4127 | 5 |
| 3.2698 | 3.4126 | 6 |
| 3.2852 | 3.4165 | 7 |
| 3.2977 | 3.3816 | 8 |
| 3.2749 | 3.3923 | 9 |
| 3.2777 | 3.3841 | 10 |
Framework versions
- Transformers 4.35.2
- TensorFlow 2.15.0
- Datasets 2.15.0
- Tokenizers 0.15.0