|
--- |
|
base_model: GroNLP/bert-base-dutch-cased |
|
tags: |
|
- generated_from_trainer |
|
metrics: |
|
- accuracy |
|
model-index: |
|
- name: bertje-dutch-cola |
|
results: [] |
|
widget: |
|
- text: Jan wandelt zijn schoenen. |
|
- text: Oud genoeg voor de disco is Marie nog niet. |
|
datasets: |
|
- GroNLP/dutch-cola |
|
language: |
|
- nl |
|
--- |
|
|
|
<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
|
should probably proofread and complete it, then remove this comment. --> |
|
|
|
# bertje-dutch-cola |
|
|
|
This model is a fine-tuned version of [GroNLP/bert-base-dutch-cased](https://huggingface.co/GroNLP/bert-base-dutch-cased) on an unknown dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 0.7208 |
|
- Accuracy: 0.7792 |
|
|
|
## 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 |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | Accuracy | |
|
|:-------------:|:-----:|:----:|:---------------:|:--------:| |
|
| 0.5395 | 1.0 | 622 | 0.6046 | 0.7346 | |
|
| 0.3626 | 2.0 | 1244 | 0.5864 | 0.7808 | |
|
| 0.261 | 3.0 | 1866 | 0.7208 | 0.7792 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.39.0 |
|
- Pytorch 2.2.1+cu121 |
|
- Datasets 2.19.0 |
|
- Tokenizers 0.15.2 |
