|
--- |
|
license: cc-by-4.0 |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: roberta-base-squad2 |
|
results: [] |
|
--- |
|
|
|
<!-- This model card has been generated automatically according to the information the Trainer had access to. You |
|
should probably proofread and complete it, then remove this comment. --> |
|
|
|
# roberta-base-squad2 |
|
|
|
This model is a fine-tuned version of [deepset/roberta-base-squad2](https://huggingface.co/deepset/roberta-base-squad2) on the None dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 3.3942 |
|
|
|
## 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: 4 |
|
- eval_batch_size: 4 |
|
- 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 | |
|
|:-------------:|:-----:|:----:|:---------------:| |
|
| 0.7072 | 1.0 | 501 | 3.2117 | |
|
| 0.4908 | 2.0 | 1002 | 3.2706 | |
|
| 0.4299 | 3.0 | 1503 | 2.9843 | |
|
| 0.3255 | 4.0 | 2004 | 2.5795 | |
|
| 0.2792 | 5.0 | 2505 | 2.9206 | |
|
| 0.2594 | 6.0 | 3006 | 3.2329 | |
|
| 0.2224 | 7.0 | 3507 | 2.9969 | |
|
| 0.1998 | 8.0 | 4008 | 3.5739 | |
|
| 0.1743 | 9.0 | 4509 | 3.4597 | |
|
| 0.1559 | 10.0 | 5010 | 3.3942 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.30.2 |
|
- Pytorch 2.0.1+cu117 |
|
- Datasets 2.13.1 |
|
- Tokenizers 0.13.3 |
|
|
