Solidity Smart Contract Vulnerability Detection
Collection
A collection of experimental fine-tuned models fine-tuned for vulnerability detection for Solidity smart contracts.
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2 items
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Updated
This model is a fine-tuned version of Salesforce/codet5-small on an unknown dataset. It achieves the following results on the evaluation set:
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The following hyperparameters were used during training:
Training Loss | Epoch | Step | Validation Loss | Accuracy | Precision | Recall | F1 |
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0.0748 | 1.0 | 4713 | 0.0835 | 0.9830 | 0.9834 | 0.9830 | 0.9828 |
0.025 | 2.0 | 9426 | 0.0333 | 0.9805 | 0.9822 | 0.9805 | 0.9808 |
0.012 | 3.0 | 14139 | 0.0000 | 1.0 | 1.0 | 1.0 | 1.0 |
Base model
Salesforce/codet5-small