---
library_name: transformers
license: apache-2.0
base_model: Salesforce/codet5-base
tags:
- generated_from_trainer
model-index:
- name: CodeT5-Base-Solidity-Vulnerability
  results: []
---

<!-- This model card has been generated automatically according to the information the Trainer had access to. You
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# CodeT5-Base-Solidity-Vulnerability

This model is a fine-tuned version of [Salesforce/codet5-base](https://huggingface.co/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
- eval_samples_per_second: 8.848
- eval_steps_per_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
- 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: 3

### Framework versions

- Transformers 4.44.2
- Pytorch 2.4.1+cu121
- Datasets 3.0.1
- Tokenizers 0.19.1