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DeepESP-gpt2-spanish-tripadvisor
This model is a fine-tuned version of DeepESP/gpt2-spanish on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5865
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: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 20
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.8665 | 1.0 | 2089 | 0.7441 |
| 0.7336 | 2.0 | 4178 | 0.6916 |
| 0.6856 | 3.0 | 6267 | 0.6632 |
| 0.6559 | 4.0 | 8356 | 0.6446 |
| 0.6341 | 5.0 | 10445 | 0.6322 |
| 0.6169 | 6.0 | 12534 | 0.6213 |
| 0.6022 | 7.0 | 14623 | 0.6138 |
| 0.5896 | 8.0 | 16712 | 0.6096 |
| 0.5788 | 9.0 | 18801 | 0.6037 |
| 0.5692 | 10.0 | 20890 | 0.5989 |
| 0.5604 | 11.0 | 22979 | 0.5965 |
| 0.5528 | 12.0 | 25068 | 0.5941 |
| 0.5457 | 13.0 | 27157 | 0.5915 |
| 0.5392 | 14.0 | 29246 | 0.5900 |
| 0.5334 | 15.0 | 31335 | 0.5879 |
| 0.5285 | 16.0 | 33424 | 0.5875 |
| 0.524 | 17.0 | 35513 | 0.5870 |
| 0.5209 | 18.0 | 37602 | 0.5866 |
| 0.5179 | 19.0 | 39691 | 0.5867 |
| 0.5157 | 20.0 | 41780 | 0.5865 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1
- Datasets 2.13.0
- Tokenizers 0.13.3
