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bert_adaptation_peppa_pig
This model is a fine-tuned version of dccuchile/bert-base-spanish-wwm-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 1.8623
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: 64
- eval_batch_size: 64
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 11
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 3.9508 | 1.0 | 35 | 3.2785 |
| 2.9376 | 2.0 | 70 | 2.6258 |
| 2.4875 | 3.0 | 105 | 2.2809 |
| 2.2083 | 4.0 | 140 | 2.1301 |
| 2.1109 | 5.0 | 175 | 2.2711 |
| 2.0382 | 6.0 | 210 | 2.2041 |
| 1.9327 | 7.0 | 245 | 2.3881 |
| 1.8549 | 8.0 | 280 | 2.2020 |
| 1.8009 | 9.0 | 315 | 2.1904 |
| 1.8468 | 10.0 | 350 | 2.2052 |
| 1.9202 | 11.0 | 385 | 2.0516 |
Framework versions
- Transformers 4.33.1
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3
