bert-large-cased-sigir-support-refute-no-label-40-2nd-test-LR10-8-fast-18

This model is a fine-tuned version of jojoUla/bert-large-cased-sigir-support-refute-no-label-40 on an unknown dataset. It achieves the following results on the evaluation set:

• Loss: 0.0557

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: 4e-05
• train_batch_size: 64
• eval_batch_size: 64
• seed: 42
• optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• lr_scheduler_type: linear
• num_epochs: 8.0

Training results

Training Loss	Epoch	Step	Validation Loss
5.8023	1.0	1	1.0160
3.4406	2.0	2	2.2347
1.6101	3.0	3	5.3486
0.9624	4.0	4	0.0428
1.3386	5.0	5	1.7937
1.0396	6.0	6	0.5378
1.1581	7.0	7	2.4873
1.4557	8.0	8	1.1439

Framework versions

• Transformers 4.29.2
• Pytorch 2.0.1+cu118
• Datasets 2.12.0
• Tokenizers 0.13.3