---
datasets:
- GroNLP/dutch-cola
language:
- nl
tags:
- generated from trainer
metrics:
- accuracy
bass-model: GroNLP/bert-base-dutch-cased
---
# Model Card for Model ID

<!-- Provide a quick summary of what the model is/does. -->
This model is a fine-tuned version of [GroNLP/bert-base-dutch-cased](https://huggingface.co/GroNLP/bert-base-dutch-cased) on [GroNLP/dutch-cola](https://huggingface.co/datasets/GroNLP/dutch-cola).
It achieves the following results on the evaluation set:

- Loss: 0.5693
- Accuracy: 0.7838


#### Training Hyperparameters

The following hyperparameters were used during training:

- learning rate: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- num_epochs=3


### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.5233        | 1.0   | 1244 | 0.5762          | 0.7396   |
| 0.2903        | 2.0   | 2488 | 0.5693          | 0.7838   |
| 0.1699        | 3.0   | 3732 | 0.8232          | 0.7846   |