tags: | |
- classification | |
- generated_from_trainer | |
metrics: | |
- accuracy | |
model-index: | |
- name: clasificador-resenas-amazon2 | |
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. --> | |
# clasificador-resenas-amazon2 | |
This model is a fine-tuned version of [mbyanfei/autotrain-amazon-shoe-reviews-classification-1104340243](https://huggingface.co/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 | |