metadata
library_name: transformers
license: mit
base_model: gpt2
tags:
- generated_from_trainer
model-index:
- name: politicalbias-2label-real-model
results: []
politicalbias-2label-real-model
This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.7471
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:
- learning_rate: 2e-05
- train_batch_size: 8
- eval_batch_size: 16
- seed: 42
- optimizer: Use adamw_torch with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 10
- num_epochs: 30
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 2.9828 | 1.0 | 39 | 2.4471 |
| 2.2313 | 2.0 | 78 | 2.0422 |
| 2.0586 | 3.0 | 117 | 1.8611 |
| 1.7542 | 4.0 | 156 | 1.7685 |
| 1.549 | 5.0 | 195 | 1.7010 |
| 1.4293 | 6.0 | 234 | 1.6650 |
| 1.3637 | 7.0 | 273 | 1.6152 |
| 1.2406 | 8.0 | 312 | 1.6382 |
| 1.1573 | 9.0 | 351 | 1.6230 |
| 1.1089 | 10.0 | 390 | 1.6142 |
| 1.1462 | 11.0 | 429 | 1.6144 |
| 1.0535 | 12.0 | 468 | 1.6303 |
| 1.0122 | 13.0 | 507 | 1.6216 |
| 0.9419 | 14.0 | 546 | 1.6392 |
| 0.8635 | 15.0 | 585 | 1.6257 |
| 0.8324 | 16.0 | 624 | 1.6638 |
| 0.9237 | 17.0 | 663 | 1.6579 |
| 0.8648 | 18.0 | 702 | 1.6813 |
| 0.8705 | 19.0 | 741 | 1.6845 |
| 0.7731 | 20.0 | 780 | 1.6865 |
| 0.7712 | 21.0 | 819 | 1.7009 |
| 0.8053 | 22.0 | 858 | 1.7126 |
| 0.7734 | 23.0 | 897 | 1.7075 |
| 0.7188 | 24.0 | 936 | 1.7203 |
| 0.6785 | 25.0 | 975 | 1.7335 |
| 0.7539 | 26.0 | 1014 | 1.7470 |
| 0.7204 | 27.0 | 1053 | 1.7413 |
| 0.7392 | 28.0 | 1092 | 1.7434 |
| 0.7806 | 29.0 | 1131 | 1.7458 |
| 0.7152 | 30.0 | 1170 | 1.7471 |
Framework versions
- Transformers 4.46.3
- Pytorch 2.1.2+cu121
- Datasets 2.19.1
- Tokenizers 0.20.3