Dataset · Hugging Face

Rtian/DebugBench

Name: DebugBench
Creator: Rtian
License: apache-2.0
Keywords: task_categories:text-generation, task_categories:question-answering, language:en, license:apache-2.0, size_categories:1K<n<10K, format:json, modality:text, library:datasets, library:pandas, library:mlcroissant, library:polars, arxiv:2401.04621, region:us, code

Dataset Summary DebugBench is a Large Language Model (LLM) debugging benchmark introduced in the paper DebugBench: Evaluating Debugging Capability of Large Language Models. We collect code snippets from the LeetCode community and implant bugs into source data with GPT-4. The project is also open-sourced as a GitHub repository. It consists of 4,253 instances. It covers four major bug categories and 18 minor types. It includes C++, Java, and Python instances. It contains three… See the full description on the dataset page: https://huggingface.co/datasets/Rtian/DebugBench.

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Author / organization	Rtian
License (as declared)	apache-2.0
Downloads	1K (as reported by Hugging Face)
Likes	32
Created	8 January 2024
Last updated at source	11 January 2024

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