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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: 2.2324
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: 8
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 4.1119 | 1.0 | 35 | 3.5656 |
| 2.9747 | 2.0 | 70 | 2.6914 |
| 2.5938 | 3.0 | 105 | 2.6623 |
| 2.466 | 4.0 | 140 | 2.4353 |
| 2.1494 | 5.0 | 175 | 2.2285 |
| 2.117 | 6.0 | 210 | 2.3762 |
| 2.0465 | 7.0 | 245 | 2.3324 |
| 2.0548 | 8.0 | 280 | 2.2205 |
Framework versions
- Transformers 4.33.1
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.13.3
