tiny-mlm-glue-cola-custom-tokenizer-expand-vocab-target-glue-cola
This model is a fine-tuned version of muhtasham/tiny-mlm-glue-cola-custom-tokenizer-expand-vocab on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.7478
- Matthews Correlation: 0.0630
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: 3e-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: constant
- training_steps: 5000
Training results
| Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
|---|---|---|---|---|
| 0.6117 | 1.87 | 500 | 0.6224 | 0.0 |
| 0.5987 | 3.73 | 1000 | 0.6217 | 0.0181 |
| 0.5786 | 5.6 | 1500 | 0.6271 | 0.0364 |
| 0.5513 | 7.46 | 2000 | 0.6517 | 0.0412 |
| 0.5219 | 9.33 | 2500 | 0.6753 | 0.1073 |
| 0.5067 | 11.19 | 3000 | 0.6918 | 0.0978 |
| 0.4827 | 13.06 | 3500 | 0.7235 | 0.0896 |
| 0.4638 | 14.93 | 4000 | 0.7478 | 0.0630 |
Framework versions
- Transformers 4.27.0.dev0
- Pytorch 1.13.1+cu116
- Datasets 2.9.1.dev0
- Tokenizers 0.13.2