codet5-small-v10
This model is a fine-tuned version of Salesforce/codet5-small on an unknown dataset. It achieves the following results on the evaluation set:
- Loss: 0.0748
- Bleu Score: 0.0008
- Gen Len: 16.0843
Model description
trained:
- prompt: [BUG]...[CONTEXT]...
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: 30
- eval_batch_size: 30
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
- mixed_precision_training: Native AMP
Training results
| Training Loss | Epoch | Step | Validation Loss | Bleu Score | Gen Len |
|---|---|---|---|---|---|
| 0.1661 | 1.0 | 2622 | 0.1113 | 0.0008 | 16.0394 |
| 0.1199 | 2.0 | 5244 | 0.0828 | 0.0008 | 16.0746 |
| 0.1079 | 3.0 | 7866 | 0.0748 | 0.0008 | 16.0843 |
Framework versions
- Transformers 4.38.0.dev0
- Pytorch 2.1.0+cu121
- Datasets 2.16.1
- Tokenizers 0.15.1
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Model tree for chathuranga-jayanath/codet5-small-v10
Base model
Salesforce/codet5-small