|
--- |
|
license: apache-2.0 |
|
tags: |
|
- generated_from_trainer |
|
model-index: |
|
- name: bert-base-uncased-issues-128 |
|
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-base-uncased-issues-128 |
|
|
|
This model is a fine-tuned version of [bert-base-uncased](https://huggingface.co/bert-base-uncased) on the None dataset. |
|
It achieves the following results on the evaluation set: |
|
- Loss: 1.2526 |
|
|
|
## 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: 5e-05 |
|
- train_batch_size: 32 |
|
- eval_batch_size: 8 |
|
- seed: 42 |
|
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08 |
|
- lr_scheduler_type: linear |
|
- num_epochs: 16 |
|
- mixed_precision_training: Native AMP |
|
|
|
### Training results |
|
|
|
| Training Loss | Epoch | Step | Validation Loss | |
|
|:-------------:|:-----:|:----:|:---------------:| |
|
| 2.1071 | 1.0 | 291 | 1.6964 | |
|
| 1.6421 | 2.0 | 582 | 1.4279 | |
|
| 1.4853 | 3.0 | 873 | 1.3924 | |
|
| 1.4014 | 4.0 | 1164 | 1.3701 | |
|
| 1.3388 | 5.0 | 1455 | 1.1944 | |
|
| 1.283 | 6.0 | 1746 | 1.2795 | |
|
| 1.2394 | 7.0 | 2037 | 1.2671 | |
|
| 1.2014 | 8.0 | 2328 | 1.2084 | |
|
| 1.1668 | 9.0 | 2619 | 1.1783 | |
|
| 1.14 | 10.0 | 2910 | 1.2076 | |
|
| 1.1277 | 11.0 | 3201 | 1.2081 | |
|
| 1.1053 | 12.0 | 3492 | 1.1628 | |
|
| 1.0819 | 13.0 | 3783 | 1.2544 | |
|
| 1.0763 | 14.0 | 4074 | 1.1695 | |
|
| 1.0634 | 15.0 | 4365 | 1.1157 | |
|
| 1.0637 | 16.0 | 4656 | 1.2526 | |
|
|
|
|
|
### Framework versions |
|
|
|
- Transformers 4.18.0 |
|
- Pytorch 1.11.0 |
|
- Datasets 2.1.0 |
|
- Tokenizers 0.12.1 |
|
|
