| --- |
| metrics: |
| - f1 |
| language: |
| - en |
| datasets: |
| - argilla/twitter-coronavirus |
| tags: |
| - generated_from_trainer |
| --- |
| |
| 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 | |
| |:---------------:|:-----:|:-----------------:|:--------:|:--------:| |
| | 0.902700 | 1.0 | 0.704850 | 0.740065 | 0.749341 | |
| | 0.531000 | 2.0 | 0.689495 | 0.777677 | 0.786924 | |
| | 0.375200 | 3.0 | 0.585254 | 0.809506 | 0.816099 | |
|
|
