File size: 2,070 Bytes
e7676ef |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 |
---
license: cc-by-4.0
base_model: deepset/bert-base-cased-squad2
tags:
- generated_from_trainer
model-index:
- name: bert-27
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. -->
# bert-27
This model is a fine-tuned version of [deepset/bert-base-cased-squad2](https://huggingface.co/deepset/bert-base-cased-squad2) on an unknown dataset.
It achieves the following results on the evaluation set:
- Loss: 12.0964
## 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: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 11.2271 | 0.18 | 5 | 12.3380 |
| 10.9992 | 0.36 | 10 | 12.3098 |
| 11.1726 | 0.54 | 15 | 12.2822 |
| 10.9587 | 0.71 | 20 | 12.2569 |
| 10.864 | 0.89 | 25 | 12.2331 |
| 10.7044 | 1.07 | 30 | 12.2122 |
| 10.9072 | 1.25 | 35 | 12.1926 |
| 10.7844 | 1.43 | 40 | 12.1746 |
| 10.7675 | 1.61 | 45 | 12.1583 |
| 10.8238 | 1.79 | 50 | 12.1439 |
| 10.9665 | 1.96 | 55 | 12.1312 |
| 10.7927 | 2.14 | 60 | 12.1204 |
| 10.5926 | 2.32 | 65 | 12.1109 |
| 10.6499 | 2.5 | 70 | 12.1043 |
| 11.0197 | 2.68 | 75 | 12.0999 |
| 10.6181 | 2.86 | 80 | 12.0964 |
### Framework versions
- Transformers 4.34.1
- Pytorch 2.0.1+cu118
- Datasets 2.14.5
- Tokenizers 0.14.1
|