roberta-reranker-f-cf

This model is a fine-tuned version of iestynmullinor/roberta-reranker-fever-better on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.2589

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
0.2984	1.0	644	0.2589
0.2517	2.0	1288	0.2949
0.1034	3.0	1932	0.2619
0.0823	4.0	2576	0.3714
0.0614	5.0	3220	0.3856

Framework versions

• Transformers 4.37.0
• Pytorch 2.1.2
• Datasets 2.18.0
• Tokenizers 0.15.1