t5-cola
This model is a fine-tuned version of t5-base on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.5231
- Matthews Correlation: 0.5130
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: 2e-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: linear
- num_epochs: 5
Training results
| Training Loss | Epoch | Step | Validation Loss | Matthews Correlation |
|---|---|---|---|---|
| No log | 1.0 | 268 | 0.4978 | 0.4150 |
| 0.5175 | 2.0 | 536 | 0.5201 | 0.4804 |
| 0.5175 | 3.0 | 804 | 0.4990 | 0.5076 |
| 0.4097 | 4.0 | 1072 | 0.5153 | 0.5103 |
| 0.4097 | 5.0 | 1340 | 0.5231 | 0.5130 |
Framework versions
- Transformers 4.45.1
- Pytorch 2.4.0
- Datasets 3.0.1
- Tokenizers 0.20.0