codet5-nodocs-v1
This model is a fine-tuned version of Salesforce/codet5-base on the None dataset. It achieves the following results on the evaluation set:
- Loss: 1.0808
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: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 10
Training results
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| No log | 1.0 | 230 | 1.6878 |
| No log | 2.0 | 460 | 1.3829 |
| 2.0877 | 3.0 | 690 | 1.2583 |
| 2.0877 | 4.0 | 920 | 1.1846 |
| 1.1635 | 5.0 | 1150 | 1.1344 |
| 1.1635 | 6.0 | 1380 | 1.1093 |
| 0.873 | 7.0 | 1610 | 1.0922 |
| 0.873 | 8.0 | 1840 | 1.0888 |
| 0.6941 | 9.0 | 2070 | 1.0813 |
| 0.6941 | 10.0 | 2300 | 1.0808 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
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Base model
Salesforce/codet5-base