File size: 1,873 Bytes
b60b3a5 |
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 |
---
license: cc-by-4.0
base_model: deepset/roberta-base-squad2
tags:
- generated_from_trainer
model-index:
- name: RobertaLr4e-6Wd0.01
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. -->
# RobertaLr4e-6Wd0.01
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: 0.3311
## 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-06
- 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: 12
### Training results
| Training Loss | Epoch | Step | Validation Loss |
|:-------------:|:-----:|:----:|:---------------:|
| 0.9613 | 1.0 | 72 | 0.9079 |
| 0.9058 | 2.0 | 144 | 0.6074 |
| 0.3401 | 3.0 | 216 | 0.4686 |
| 0.6134 | 4.0 | 288 | 0.4160 |
| 0.1729 | 5.0 | 360 | 0.3723 |
| 0.4005 | 6.0 | 432 | 0.3841 |
| 0.078 | 7.0 | 504 | 0.3308 |
| 0.1801 | 8.0 | 576 | 0.3295 |
| 0.0084 | 9.0 | 648 | 0.3282 |
| 0.2292 | 10.0 | 720 | 0.3303 |
| 0.1988 | 11.0 | 792 | 0.3346 |
| 0.4473 | 12.0 | 864 | 0.3311 |
### Framework versions
- Transformers 4.41.2
- Pytorch 2.4.0
- Datasets 2.20.0
- Tokenizers 0.19.1
|