tiny-mlm-glue-cola-target-glue-cola
This model is a fine-tuned version of muhtasham/tiny-mlm-glue-cola on the None dataset. It achieves the following results on the evaluation set:
- Loss: 0.7414
- Matthews Correlation: 0.1051
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
- num_epochs: 200
Training results
| Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
|---|---|---|---|---|
| 0.6094 | 1.87 | 500 | 0.6214 | 0.0 |
| 0.6012 | 3.73 | 1000 | 0.6164 | 0.0 |
| 0.5846 | 5.6 | 1500 | 0.6194 | 0.0618 |
| 0.5573 | 7.46 | 2000 | 0.6398 | 0.0749 |
| 0.5257 | 9.33 | 2500 | 0.6667 | 0.1176 |
| 0.5096 | 11.19 | 3000 | 0.6774 | 0.0953 |
| 0.4814 | 13.06 | 3500 | 0.7063 | 0.1171 |
| 0.4635 | 14.93 | 4000 | 0.7414 | 0.1051 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.0+cu116
- Datasets 2.8.1.dev0
- Tokenizers 0.13.2