distilbert-base-nl-cased-finetuned-squad
This model is a fine-tuned version of Geotrend/distilbert-base-nl-cased on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.2834
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: 3
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 1.4685 | 1.0 | 6229 | 1.2709 |
| 1.1882 | 2.0 | 12458 | 1.1931 |
| 0.9488 | 3.0 | 18687 | 1.2834 |
Framework versions
- Transformers 4.33.3
- Pytorch 2.0.1
- Datasets 2.14.5
- Tokenizers 0.13.3