clasificador-resenas-amazon2
This model is a fine-tuned version of mbyanfei/autotrain-amazon-shoe-reviews-classification-1104340243 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.1794
- Accuracy: 0.562
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: 5e-05
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3.0
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| 1.0154 | 1.0 | 2500 | 1.0807 | 0.566 |
| 0.8723 | 2.0 | 5000 | 1.0567 | 0.568 |
| 0.6942 | 3.0 | 7500 | 1.1794 | 0.562 |
Framework versions
- Transformers 4.26.1
- Pytorch 1.13.1+cu116
- Datasets 2.9.0
- Tokenizers 0.13.2