Update README.md
Browse files
README.md
CHANGED
|
@@ -15,25 +15,16 @@ bass-model: pdelobelle/robbert-v2-dutch-base
|
|
| 15 |
This model is a fine-tuned version of [pdelobelle/robbert-v2-dutch-base](https://huggingface.co/pdelobelle/robbert-v2-dutch-base) on [GroNLP/dutch-cola](https://huggingface.co/datasets/GroNLP/dutch-cola).
|
| 16 |
It achieves the following results on the evaluation set:
|
| 17 |
|
| 18 |
-
-
|
| 19 |
-
- Accuracy: 0.78
|
| 20 |
|
| 21 |
|
| 22 |
#### Training Hyperparameters
|
| 23 |
|
| 24 |
The following hyperparameters were used during training:
|
| 25 |
|
| 26 |
-
- learning rate:
|
| 27 |
-
- train_batch_size:
|
| 28 |
-
- eval_batch_size:
|
| 29 |
- seed: 42
|
| 30 |
-
- num_epochs=
|
| 31 |
-
|
| 32 |
-
|
| 33 |
-
### Training results
|
| 34 |
-
|
| 35 |
-
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|
| 36 |
-
|:-------------:|:-----:|:----:|:---------------:|:--------:|
|
| 37 |
-
| 0.5359 | 1.0 | 1244 | 0.6437 | 0.7196 |
|
| 38 |
-
| 0.3556 | 2.0 | 2488 | 0.5884 | 0.78 |
|
| 39 |
-
| 0.2545 | 3.0 | 3732 | 0.7075 | 0.7796 |
|
|
|
|
| 15 |
This model is a fine-tuned version of [pdelobelle/robbert-v2-dutch-base](https://huggingface.co/pdelobelle/robbert-v2-dutch-base) on [GroNLP/dutch-cola](https://huggingface.co/datasets/GroNLP/dutch-cola).
|
| 16 |
It achieves the following results on the evaluation set:
|
| 17 |
|
| 18 |
+
- Accuracy: 0.7879
|
|
|
|
| 19 |
|
| 20 |
|
| 21 |
#### Training Hyperparameters
|
| 22 |
|
| 23 |
The following hyperparameters were used during training:
|
| 24 |
|
| 25 |
+
- learning rate: 5e-05
|
| 26 |
+
- train_batch_size: 32
|
| 27 |
+
- eval_batch_size: 32
|
| 28 |
- seed: 42
|
| 29 |
+
- num_epochs=2
|
| 30 |
+
- FP16 = True
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|