camemBert_sentiment_final
This model was trained from scratch on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 0.8143
- Accuracy: 0.7469
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: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|
| No log | 1.0 | 115 | 0.7380 | 0.7438 |
| No log | 2.0 | 230 | 0.6989 | 0.75 |
| No log | 3.0 | 345 | 0.7765 | 0.7407 |
| No log | 4.0 | 460 | 0.8128 | 0.7407 |
| 0.3586 | 5.0 | 575 | 0.8143 | 0.7469 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.0
