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Mursel/turkishReviews-ds-mini
This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 6.9491
- Validation Loss: 8.2449
- Epoch: 17
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': 5e-05, 'decay_schedule_fn': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 5e-05, 'decay_steps': -896, '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: mixed_float16
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 10.3116 | 9.9951 | 0 |
| 9.6734 | 9.6486 | 1 |
| 9.1872 | 9.2715 | 2 |
| 8.6895 | 8.9614 | 3 |
| 8.3149 | 8.7701 | 4 |
| 8.0652 | 8.6205 | 5 |
| 7.8347 | 8.5185 | 6 |
| 7.5944 | 8.3560 | 7 |
| 7.3397 | 8.2770 | 8 |
| 7.0877 | 8.2449 | 9 |
| 6.9492 | 8.2449 | 10 |
| 6.9488 | 8.2449 | 11 |
| 6.9486 | 8.2449 | 12 |
| 6.9483 | 8.2449 | 13 |
| 6.9483 | 8.2449 | 14 |
| 6.9473 | 8.2449 | 15 |
| 6.9495 | 8.2449 | 16 |
| 6.9491 | 8.2449 | 17 |
Framework versions
- Transformers 4.30.2
- TensorFlow 2.12.0
- Datasets 2.13.1
- Tokenizers 0.13.3
