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

<!-- Provide a quick summary of what the model is/does. -->
This model is a fine-tuned version of [yhavinga/gpt2-medium-dutch](https://huggingface.co/yhavinga/gpt2-medium-dutch) on [GroNLP/dutch-cola](https://huggingface.co/datasets/GroNLP/dutch-cola).
It achieves the following results on the evaluation set:

- Loss: 0.519
- Accuracy: 0.7613 


## Training Details


#### Training Hyperparameters

The following hyperparameters were used during training:

- learning rate: 4e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: AdamW with lr=4e-05, weight_decay=0.01, betas=(o.9, 0.999) and epsilon=1e-08
- num_epochs=3
- fp16=True
- gradient_acc_step=1



## Evaluation

### Training results

| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.5648        | 1.0   | 1244 | 0.5695          | 0.7192   |
| 0.3399        | 2.0   | 2488 | 0.5190          | 0.7613   |
| 0.1779        | 3.0   | 3732 | 0.7269          | 0.7625   |