bart-large-mnli-rotten-tomatoes
This model is a fine-tuned version of facebook/bart-large-mnli on the rotten_tomatoes dataset. It achieves the following results on the evaluation set:
- Loss: 0.6032
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 |
|---|---|---|---|
| 0.1965 | 1.0 | 1067 | 0.6041 |
| 0.1604 | 2.0 | 2134 | 0.6165 |
| 0.0796 | 3.0 | 3201 | 0.6032 |
Framework versions
- Transformers 4.28.0
- Pytorch 2.0.0+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3