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Rishu115/mlm-bert-train_finalTraining
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 1.2958
- Validation Loss: 1.1886
- Epoch: 6
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': 'WarmUp', 'config': {'initial_learning_rate': 2e-05, 'decay_schedule_fn': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 47396, 'end_learning_rate': 0.0, 'power': 1.0, 'cycle': False, 'name': None}, 'passive_serialization': True}, 'warmup_steps': 1000, 'power': 1.0, '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 |
|---|---|---|
| 1.2956 | 1.1881 | 0 |
| 1.2949 | 1.1895 | 1 |
| 1.2951 | 1.1890 | 2 |
| 1.2952 | 1.1902 | 3 |
| 1.2950 | 1.1869 | 4 |
| 1.2957 | 1.1867 | 5 |
| 1.2958 | 1.1886 | 6 |
Framework versions
- Transformers 4.23.1
- TensorFlow 2.10.0
- Datasets 2.10.1
- Tokenizers 0.13.2
