<!-- This model card has been generated automatically according to the information Keras had access to. You should probably proofread and complete it, then remove this comment. -->
pretrained-bert-uncased-50
This model is a fine-tuned version of on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 5.6891
- Validation Loss: 13.0813
- Epoch: 49
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': 'Adam', 'learning_rate': 1e-04, 'decay': 0.0, 'beta_1': 0.9, 'beta_2': 0.999, 'epsilon': 1e-07, 'amsgrad': False}
- training_precision: float32
Training results
| Train Loss | Validation Loss | Epoch |
|---|---|---|
| 8.9180 | 9.5765 | 0 |
| 7.0631 | 9.6436 | 1 |
| 6.5662 | 10.4855 | 2 |
| 6.1181 | 10.4295 | 3 |
| 6.2069 | 10.4589 | 4 |
| 5.9769 | 11.0551 | 5 |
| 6.1633 | 10.8653 | 6 |
| 5.9430 | 11.3191 | 7 |
| 5.7405 | 10.9468 | 8 |
| 5.8629 | 11.1128 | 9 |
| 5.8546 | 11.6032 | 10 |
| 5.7616 | 12.0396 | 11 |
| 5.7221 | 11.4718 | 12 |
| 5.8037 | 11.6265 | 13 |
| 5.8047 | 11.7407 | 14 |
| 5.6255 | 11.9321 | 15 |
| 5.7123 | 11.9664 | 16 |
| 5.7439 | 12.3851 | 17 |
| 5.6358 | 11.7695 | 18 |
| 5.6334 | 12.1840 | 19 |
| 5.7475 | 12.3386 | 20 |
| 5.6651 | 12.1824 | 21 |
| 5.6864 | 12.1818 | 22 |
| 5.7437 | 12.1632 | 23 |
| 5.5457 | 12.3682 | 24 |
| 5.4805 | 12.2731 | 25 |
| 5.7177 | 12.7105 | 26 |
| 5.6454 | 12.3077 | 27 |
| 5.6164 | 12.4352 | 28 |
| 5.8538 | 12.2957 | 29 |
| 5.6449 | 12.4987 | 30 |
| 5.5644 | 12.6280 | 31 |
| 5.8275 | 12.5619 | 32 |
| 5.5706 | 13.0127 | 33 |
| 5.6039 | 12.4849 | 34 |
| 5.6839 | 12.2682 | 35 |
| 5.6085 | 12.5530 | 36 |
| 5.5826 | 12.4190 | 37 |
| 5.5802 | 12.8276 | 38 |
| 5.6272 | 12.9266 | 39 |
| 5.4752 | 13.0355 | 40 |
| 5.5738 | 12.8739 | 41 |
| 5.6231 | 13.1363 | 42 |
| 5.5497 | 12.6590 | 43 |
| 5.6278 | 13.0785 | 44 |
| 5.4599 | 13.0727 | 45 |
| 5.5782 | 13.2001 | 46 |
| 5.5343 | 13.4125 | 47 |
| 5.4846 | 13.3727 | 48 |
| 5.6891 | 13.0813 | 49 |
Framework versions
- Transformers 4.27.0.dev0
- TensorFlow 2.9.2
- Datasets 2.9.0
- Tokenizers 0.13.2
