angusleung100/CodeT5-Base-Solidity-Vulnerability

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CodeT5-Base-Solidity-Vulnerability

This model is a fine-tuned version of Salesforce/codet5-base on an unknown dataset. It achieves the following results on the evaluation set:

• —eval_loss: 0.0321
• —eval_accuracy: 0.9958
• —eval_precision: 0.9958
• —eval_recall: 0.9958
• —eval_f1: 0.9958
• —eval_runtime: 133.257
• —evalsamplesper_second: 8.848
• —evalstepsper_second: 8.848
• —epoch: 2.0
• —step: 9426

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
• —trainbatchsize: 1
• —evalbatchsize: 1
• —seed: 42
• —optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
• —lrschedulertype: linear
• —num_epochs: 3

Framework versions

• —Transformers 4.44.2
• —Pytorch 2.4.1+cu121
• —Datasets 3.0.1
• —Tokenizers 0.19.1