koelectra-sts-v0.6
This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.0059
- Pearson: 0.9988
- Spearmanr: 0.8698
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: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Pearson | Spearmanr |
|---|
| 0.0036 | 1.0 | 6250 | 0.0082 | 0.9983 | 0.8698 |
| 0.0038 | 2.0 | 12500 | 0.0065 | 0.9986 | 0.8697 |
| 0.0105 | 3.0 | 18750 | 0.0071 | 0.9985 | 0.8698 |
| 0.0008 | 4.0 | 25000 | 0.0059 | 0.9988 | 0.8698 |
| 0.0008 | 5.0 | 31250 | 0.0059 | 0.9988 | 0.8698 |
Framework versions
- Transformers 4.10.0
- Pytorch 1.10.1+cu113
- Datasets 1.17.0
- Tokenizers 0.10.3
