metadata
license: apache-2.0
tags:
- generated_from_trainer
model-index:
- name: bert-large-cased-sigir-support-refute-no-label-40-2nd-test-LR10-8-fast-18
results: []
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: 0.0928
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 |
|---|---|---|---|
| 5.5109 | 1.0 | 1 | 1.1289 |
| 3.4678 | 2.0 | 2 | 2.0430 |
| 1.4882 | 3.0 | 3 | 5.3938 |
| 0.8734 | 4.0 | 4 | 0.0236 |
| 1.2013 | 5.0 | 5 | 1.8041 |
| 0.9168 | 6.0 | 6 | 0.5986 |
| 0.9852 | 7.0 | 7 | 0.0386 |
| 1.6308 | 8.0 | 8 | 4.7117 |
Framework versions
- Transformers 4.29.2
- Pytorch 2.0.1+cu118
- Datasets 2.12.0
- Tokenizers 0.13.3