tiny-mlm-glue-cola-from-scratch-custom-tokenizer
This model is a fine-tuned version of on the None dataset. It achieves the following results on the evaluation set:
- Loss: 6.2646
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 |
|---|---|---|---|
| 8.2649 | 0.47 | 500 | 7.5102 |
| 7.0502 | 0.94 | 1000 | 6.8533 |
| 6.5834 | 1.4 | 1500 | 6.7023 |
| 6.3077 | 1.87 | 2000 | 6.6566 |
| 6.1706 | 2.34 | 2500 | 6.4929 |
| 6.128 | 2.81 | 3000 | nan |
| 6.1135 | 3.27 | 3500 | 6.3916 |
| 5.964 | 3.74 | 4000 | 6.2980 |
| 5.967 | 4.21 | 4500 | 6.2670 |
| 5.901 | 4.68 | 5000 | 6.2646 |
Framework versions
- Transformers 4.26.0.dev0
- Pytorch 1.13.0+cu116
- Datasets 2.8.1.dev0
- Tokenizers 0.13.2