<!-- 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. -->
ghdi/imbd-reviews-sample
This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Train Loss: 5.9326
- Validation Loss: 6.3691
- Epoch: 19
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': -887, '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 |
|---|---|---|
| 7.4384 | 7.2924 | 0 |
| 7.0231 | 6.9971 | 1 |
| 6.7445 | 6.7865 | 2 |
| 6.5201 | 6.6116 | 3 |
| 6.2942 | 6.4619 | 4 |
| 6.0867 | 6.3691 | 5 |
| 5.9325 | 6.3691 | 6 |
| 5.9331 | 6.3691 | 7 |
| 5.9327 | 6.3691 | 8 |
| 5.9318 | 6.3691 | 9 |
| 5.9309 | 6.3691 | 10 |
| 5.9304 | 6.3691 | 11 |
| 5.9312 | 6.3691 | 12 |
| 5.9339 | 6.3691 | 13 |
| 5.9322 | 6.3691 | 14 |
| 5.9351 | 6.3691 | 15 |
| 5.9311 | 6.3691 | 16 |
| 5.9328 | 6.3691 | 17 |
| 5.9307 | 6.3691 | 18 |
| 5.9326 | 6.3691 | 19 |
Framework versions
- Transformers 4.27.4
- TensorFlow 2.12.0
- Datasets 2.11.0
- Tokenizers 0.13.2
