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: 0.7275
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 |
|---|---|---|---|
| 6.4177 | 1.0 | 1 | 3.1077 |
| 3.4391 | 2.0 | 2 | 0.0751 |
| 2.6175 | 3.0 | 3 | 1.8686 |
| 2.2705 | 4.0 | 4 | 2.1441 |
| 3.0889 | 5.0 | 5 | 0.0015 |
| 2.4845 | 6.0 | 6 | 0.0053 |
| 1.8426 | 7.0 | 7 | 3.6611 |
| 3.1042 | 8.0 | 8 | 0.0442 |
Framework versions
- Transformers 4.28.1
- Pytorch 2.0.0+cu117
- Datasets 2.11.0
- Tokenizers 0.13.3