|
--- |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: BertjeWDialDataALL03 |
|
results: [] |
|
--- |
|
|
|
<!-- 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. --> |
|
|
|
# BertjeWDialDataALL03 |
|
|
|
This model is a fine-tuned version of [GroNLP/bert-base-dutch-cased](https://huggingface.co/GroNLP/bert-base-dutch-cased) on the None dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 1.9459 |
|
|
|
## 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: 8 |
|
- seed: 42 |
|
- gradient_accumulation_steps: 4 |
|
- total_train_batch_size: 64 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: linear |
|
- lr_scheduler_warmup_steps: 1000 |
|
- num_epochs: 8.0 |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | |
|
|:-------------:|:-----:|:-----:|:---------------:| |
|
| 2.1951 | 1.0 | 1542 | 2.0285 | |
|
| 2.0918 | 2.0 | 3084 | 1.9989 | |
|
| 2.0562 | 3.0 | 4626 | 2.0162 | |
|
| 2.0012 | 4.0 | 6168 | 1.9330 | |
|
| 1.9705 | 5.0 | 7710 | 1.9151 | |
|
| 1.9571 | 6.0 | 9252 | 1.9419 | |
|
| 1.9113 | 7.0 | 10794 | 1.9175 | |
|
| 1.8988 | 8.0 | 12336 | 1.9143 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.13.0.dev0 |
|
- Pytorch 1.10.0 |
|
- Datasets 1.16.1 |
|
- Tokenizers 0.10.3 |
|
|
