metadata
base_model: dccuchile/distilbert-base-spanish-uncased
tags:
- generated_from_trainer
metrics:
- accuracy
model-index:
- name: ClasificadorCorreoSoporteDistilEspanol
results: []
ClasificadorCorreoSoporteDistilEspanol
This model is a fine-tuned version of dccuchile/distilbert-base-spanish-uncased on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0834
- Accuracy: 0.9804
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: 4
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 34 | 0.4592 | 0.9216 |
| No log | 2.0 | 68 | 0.1638 | 0.9902 |
| 0.3983 | 3.0 | 102 | 0.1002 | 0.9804 |
| 0.3983 | 4.0 | 136 | 0.0834 | 0.9804 |
Framework versions
- Transformers 4.42.4
- Pytorch 2.3.1+cu121
- Datasets 2.20.0
- Tokenizers 0.19.1