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codeT5-small-context
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: 0.8472
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: 0.0001
- train_batch_size: 12
- eval_batch_size: 8
- 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 |
|---|---|---|---|
| 1.1783 | 1.0 | 4383 | 0.9338 |
| 1.0719 | 2.0 | 8766 | 0.8854 |
| 1.0357 | 3.0 | 13149 | 0.8605 |
| 1.0336 | 4.0 | 17532 | 0.8515 |
| 0.9942 | 5.0 | 21915 | 0.8472 |
Framework versions
- PEFT 0.10.0
- Transformers 4.40.0
- Pytorch 2.2.1+cu121
- Tokenizers 0.19.1
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Model tree for EEsu/codeT5-small-with-lora-without-prompt
Base model
Salesforce/codet5-small