climatebert-rereranker-f-cf
This model is a fine-tuned version of iestynmullinor/climatebert-rereranker-fever on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.2653
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: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 500
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.2972 | 1.0 | 644 | 0.2744 |
| 0.2438 | 2.0 | 1288 | 0.2653 |
| 0.1332 | 3.0 | 1932 | 0.4775 |
| 0.1089 | 4.0 | 2576 | 0.4702 |
| 0.0991 | 5.0 | 3220 | 0.5150 |
Framework versions
- Transformers 4.37.0
- Pytorch 2.1.2
- Datasets 2.18.0
- Tokenizers 0.15.1