CodeBERT-base-buggy-token-classification Open-source Code Model - Precisely Mark and Classify Code Defects

Codebert Base Buggy Token Classification

Developed by alexjercan

A fine-tuned token classification model for code defects based on microsoft/codebert-base

Downloads 25

Release Time : 4/4/2022

Model Overview

This model is a fine-tuned version of CodeBERT for code defect detection tasks, primarily used to identify defect tokens in code

Code Defect Detection

Capable of identifying potential defect tokens in code

Fine-tuned on CodeBERT

Leverages CodeBERT's advantages in code understanding for task adaptation

Code token classification

Defect detection

Code Quality Analysis

Automated Code Review

Automatically detects potential defects before code submission

Can identify certain code defects (F1 score 0.1656)

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