| --- |
| datasets: |
| - antoniomenezes/go_emotions_ptbr |
| language: |
| - en |
| metrics: |
| - f1 |
| tags: |
| - generated_from_trainer |
| --- |
| |
| ### Training hyperparameters |
|
|
| The following hyperparameters were used during training: |
| - learning_rate: 5e-5 |
| - 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: 3 |
| - mixed_precision_training: Native AMP |
| - warmup_ratio: 0.1 |
| - weight_decay=1e-2 |
|
|
| ### Training results |
|
|
| | Training Loss | Epoch | Validation Loss | F1 | F1 Macro | |
| |:---------------:|:-----:|:-----------------:|:--------:|:--------:| |
| | 1.238700 | 1.0 | 1.135360 | 0.238667 | 0.106812 | |
| | 1.084500 | 2.0 | 1.103713 | 0.234572 | 0.105525 | |
| | 1.009300 | 3.0 | 1.099275 | 0.290353 | 0.162856 | |
| | 0.929300 | 4.0 | 1.159663 | 0.334926 | 0.208453 | |
