fewshot-qa-003-20230623-001
This model is a fine-tuned version of timpal0l/mdeberta-v3-base-squad2 on the None dataset. It achieves the following results on the evaluation set:
- Loss: 3.7303
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: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 208 | 2.2830 |
| No log | 2.0 | 416 | 2.2975 |
| 2.2077 | 3.0 | 624 | 2.4189 |
| 2.2077 | 4.0 | 832 | 2.7090 |
| 1.1515 | 5.0 | 1040 | 3.0032 |
| 1.1515 | 6.0 | 1248 | 3.3080 |
| 1.1515 | 7.0 | 1456 | 3.5268 |
| 0.6061 | 8.0 | 1664 | 3.5598 |
| 0.6061 | 9.0 | 1872 | 3.6973 |
| 0.3833 | 10.0 | 2080 | 3.7303 |
Framework versions
- Transformers 4.30.2
- Pytorch 2.0.1+cu118
- Datasets 2.13.1
- Tokenizers 0.13.3