koelectra-sts-v0.4
This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3368
- Pearson: 0.9303
- Spearmanr: 0.9287
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 |
|---|
| 0.0345 | 1.0 | 730 | 0.3368 | 0.9303 | 0.9287 |
| 0.0343 | 2.0 | 1460 | 0.3368 | 0.9303 | 0.9287 |
| 0.0337 | 3.0 | 2190 | 0.3368 | 0.9303 | 0.9287 |
| 0.0345 | 4.0 | 2920 | 0.3368 | 0.9303 | 0.9287 |
| 0.0347 | 5.0 | 3650 | 0.3368 | 0.9303 | 0.9287 |
Framework versions
- Transformers 4.10.0
- Pytorch 1.10.1+cu113
- Datasets 1.17.0
- Tokenizers 0.10.3
