ko-jeju-nmt-v2
This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
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: 5e-05
- train_batch_size: 24
- eval_batch_size: 24
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 5
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|
| 0.5494 | 1.0 | 46693 | 0.6252 |
| 0.5202 | 2.0 | 93386 | 0.5969 |
| 0.5092 | 3.0 | 140079 | 0.5804 |
| 0.432 | 4.0 | 186772 | 0.5861 |
| 0.3695 | 5.0 | 233465 | 0.5957 |
Framework versions
- Transformers 4.25.1
- Pytorch 1.13.1+cu116
- Tokenizers 0.13.2
