metadata
tags:
- generated_from_trainer
metrics:
- spearmanr
model-index:
- name: koelectra-sts-v0.5
results:
- task:
name: Text Classification
type: text-classification
metrics:
- name: Spearmanr
type: spearmanr
value: 0.87026647480689
koelectra-sts-v0.5
This model was trained from scratch on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0213
- Pearson: 0.9958
- Spearmanr: 0.8703
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 |
|---|---|---|---|---|---|
| 0.058 | 1.0 | 6250 | 0.0428 | 0.9915 | 0.8702 |
| 0.0433 | 2.0 | 12500 | 0.0448 | 0.9911 | 0.8685 |
| 0.0362 | 3.0 | 18750 | 0.0261 | 0.9950 | 0.8705 |
| 0.0107 | 4.0 | 25000 | 0.0234 | 0.9953 | 0.8702 |
| 0.0075 | 5.0 | 31250 | 0.0213 | 0.9958 | 0.8703 |
Framework versions
- Transformers 4.10.0
- Pytorch 1.10.1+cu113
- Datasets 1.17.0
- Tokenizers 0.10.3