indobert-finetuned-small-squad-indonesian-rizal
This model is a fine-tuned version of indolem/indobert-base-uncased on the small-squad indonesian dataset. It achieves the following results on the evaluation set:
- Loss: 2.3344
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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.2921 | 1.0 | 2700 | 2.1491 |
| 1.0084 | 2.0 | 5400 | 2.1961 |
| 0.814 | 3.0 | 8100 | 2.3344 |
Framework versions
- Transformers 4.25.1
- Pytorch 1.13.0+cu116
- Datasets 2.8.0
- Tokenizers 0.13.2