metadata
library_name: transformers
license: mit
base_model: gpt2
tags:
- generated_from_trainer
model-index:
- name: politicalbias-2label-c09_lib01-model
results: []
politicalbias-2label-c09_lib01-model
This model is a fine-tuned version of gpt2 on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.8627
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 |
|---|---|---|---|
| 3.6674 | 1.0 | 29 | 2.8958 |
| 2.5275 | 2.0 | 58 | 2.4339 |
| 2.0891 | 3.0 | 87 | 2.1958 |
| 1.8554 | 4.0 | 116 | 2.0607 |
| 1.6775 | 5.0 | 145 | 1.9778 |
| 1.6552 | 6.0 | 174 | 1.8975 |
| 1.4718 | 7.0 | 203 | 1.8459 |
| 1.3608 | 8.0 | 232 | 1.8309 |
| 1.3041 | 9.0 | 261 | 1.8116 |
| 1.1661 | 10.0 | 290 | 1.8149 |
| 1.1402 | 11.0 | 319 | 1.8201 |
| 1.1035 | 12.0 | 348 | 1.7746 |
| 1.0536 | 13.0 | 377 | 1.7806 |
| 0.9668 | 14.0 | 406 | 1.7962 |
| 0.929 | 15.0 | 435 | 1.7799 |
| 0.9476 | 16.0 | 464 | 1.7816 |
| 0.9111 | 17.0 | 493 | 1.7952 |
| 0.8337 | 18.0 | 522 | 1.8019 |
| 0.8791 | 19.0 | 551 | 1.8276 |
| 0.8861 | 20.0 | 580 | 1.8185 |
| 0.7128 | 21.0 | 609 | 1.8327 |
| 0.7104 | 22.0 | 638 | 1.8420 |
| 0.8054 | 23.0 | 667 | 1.8565 |
| 0.7625 | 24.0 | 696 | 1.8557 |
| 0.7074 | 25.0 | 725 | 1.8533 |
| 0.7603 | 26.0 | 754 | 1.8685 |
| 0.73 | 27.0 | 783 | 1.8639 |
| 0.6895 | 28.0 | 812 | 1.8629 |
| 0.7133 | 29.0 | 841 | 1.8625 |
| 0.7613 | 30.0 | 870 | 1.8627 |
Framework versions
- Transformers 4.46.3
- Pytorch 2.1.2+cu121
- Datasets 2.19.1
- Tokenizers 0.20.3