my_awesome_opus_books_model
This model is a fine-tuned version of clui/my_awesome_opus_books_model on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.3345
- Bleu: 14.3963
- Gen Len: 47.4303
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Use OptimizerNames.ADAMW_TORCH with betas=(0.9,0.999) and epsilon=1e-08 and optimizer_args=No additional optimizer arguments
- lr_scheduler_type: linear
- num_epochs: 6
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Bleu | Gen Len | Validation Loss |
|---|---|---|---|---|---|
| 2.0518 | 1.0 | 8501 | 9.5432 | 49.409 | 1.8814 |
| 1.7573 | 2.0 | 17002 | 11.7116 | 47.0136 | 1.6453 |
| 1.62 | 3.0 | 25503 | 12.6935 | 46.8858 | 1.5432 |
| 1.5323 | 4.0 | 34004 | 13.1825 | 46.6955 | 1.4898 |
| 1.4828 | 5.0 | 42505 | 13.3611 | 47.2092 | 1.4589 |
| 1.4667 | 6.0 | 51006 | 1.3345 | 14.3963 | 47.4303 |
Framework versions
- Transformers 4.48.0
- Pytorch 2.4.0
- Datasets 2.19.1
- Tokenizers 0.21.0