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EricPeter/distilbert-base-cased-distilled-squad
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 0.1445
- Epoch: 45
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: {'inner_optimizer': {'class_name': 'AdamWeightDecay', 'config': {'name': 'AdamWeightDecay', 'learning_rate': {'class_name': 'PolynomialDecay', 'config': {'initial_learning_rate': 2e-05, 'decay_steps': 3650, '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}}, 'dynamic': True, 'initial_scale': 32768.0, 'dynamic_growth_steps': 2000}
- training_precision: mixed_float16
Training results
| Train Loss | Epoch |
|---|---|
| 0.1520 | 0 |
| 0.1786 | 1 |
| 0.1719 | 2 |
| 0.1664 | 3 |
| 0.1531 | 4 |
| 0.1482 | 5 |
| 0.1488 | 6 |
| 0.1515 | 7 |
| 0.1520 | 8 |
| 0.1661 | 9 |
| 0.1510 | 10 |
| 0.1485 | 11 |
| 0.1489 | 12 |
| 0.1487 | 13 |
| 0.1487 | 14 |
| 0.1488 | 15 |
| 0.1516 | 16 |
| 0.1474 | 17 |
| 0.1494 | 18 |
| 0.1468 | 19 |
| 0.1466 | 20 |
| 0.1525 | 21 |
| 0.1494 | 22 |
| 0.1462 | 23 |
| 0.1466 | 24 |
| 0.1457 | 25 |
| 0.1463 | 26 |
| 0.1460 | 27 |
| 0.1450 | 28 |
| 0.1476 | 29 |
| 0.1464 | 30 |
| 0.1458 | 31 |
| 0.1482 | 32 |
| 0.1462 | 33 |
| 0.1479 | 34 |
| 0.1479 | 35 |
| 0.1468 | 36 |
| 0.1485 | 37 |
| 0.1466 | 38 |
| 0.1476 | 39 |
| 0.1461 | 40 |
| 0.1479 | 41 |
| 0.1475 | 42 |
| 0.1454 | 43 |
| 0.1468 | 44 |
| 0.1445 | 45 |
Framework versions
- Transformers 4.31.0
- TensorFlow 2.12.0
- Datasets 2.14.4
- Tokenizers 0.13.3
