new_commit_better_repos

<div align="center"> <h1>SWE-Next: Scalable Real-World Software Engineering Tasks for Agents</h1> </div> <div align="center"> <a href="https://arxiv.org/abs/2603.20691"><img alt="Paper" src="https://img.shields.io/badge/Paper-arXiv-b31b1b?style=for-the-badge&logo=arxiv&logoColor=white"></a> <a href="https://tiger-ai-lab.github.io/SWE-Next/"><img alt="Project Page" src="https://img.shields.io/badge/Project%20Page-Website-4285F4?style=for-the-badge&logo=googlechrome&logoColor=white"></a> <a href="https://github.com/TIGER-AI-Lab/SWE-Next"><img alt="Code" src="https://img.shields.io/badge/Code-GitHub-181717?style=for-the-badge&logo=github&logoColor=white"></a> <a href="https://huggingface.co/datasets/TIGER-Lab/SWE-Next"><img alt="Dataset" src="https://img.shields.io/badge/Base%20Dataset-HuggingFace-FFD21E?style=for-the-badge&logo=huggingface&logoColor=000"></a> <a href="https://huggingface.co/datasets/TIGER-Lab/SWE-Next-SFT-Trajectories"><img alt="SFT Trajs" src="https://img.shields.io/badge/SFT%20Trajs-HuggingFace-FFD21E?style=for-the-badge&logo=huggingface&logoColor=000"></a> <a href="https://huggingface.co/TIGER-Lab/SWE-Next-7B"><img alt="Model 7B" src="https://img.shields.io/badge/Model%207B-HuggingFace-FFD21E?style=for-the-badge&logo=huggingface&logoColor=000"></a> <a href="https://huggingface.co/TIGER-Lab/SWE-Next-14B"><img alt="Model 14B" src="https://img.shields.io/badge/Model%2014B-HuggingFace-FFD21E?style=for-the-badge&logo=huggingface&logoColor=000"></a> </div> # new_commit_better_repos This repository contains `new_commit_better_repos.csv`, an intermediate SWE-Next metadata artifact listing repositories with at least one observed `NEW_COMMIT_BETTER` commit pair during collection. Each row records a GitHub repository and the number of commit pairs in that repository that produced strict test improvements without regressions. The file contains **335** repositories and is used by the SWE-Next pipeline as a lightweight index of promising repositories before final task packaging. ## Overview SWE-Next starts from **3,971** seeded Python repositories and executes **102,582** candidate base/merged commit pairs mined from real merged PRs. During this process, repositories that exhibit at least one `NEW_COMMIT_BETTER` outcome are tracked in this CSV. The file therefore serves as an upstream repository-level summary rather than the final released task dataset. ## Format The CSV has two columns: | Column | Description | |---|---| | `repo` | GitHub repository in `owner/repo` format | | `NEW_COMMIT_BETTER` | Number of commit pairs in that repository classified as `NEW_COMMIT_BETTER` | Example rows: ```csv repo,NEW_COMMIT_BETTER pydantic/pydantic,152 yt-dlp/yt-dlp,62 pytest-dev/pyfakefs,56 ``` ## Files - `new_commit_better_repos.csv`: repository-level summary of observed `NEW_COMMIT_BETTER` counts ## Usage This artifact is mainly useful for: - inspecting which repositories contribute execution-grounded improvements, - selecting promising repositories for further pipeline runs, - reproducing intermediate repository-level filtering stages in SWE-Next. Load it with pandas: ```python import pandas as pd df = pd.read_csv("hf://datasets/TIGER-Lab/new_commit_better_repos/new_commit_better_repos.csv") print(df.head()) ``` ## Relationship to the SWE-Next Release This repo contains a repository-level intermediate artifact used by SWE-Next. Related artifacts are available separately: - **Seed repository list**: `TIGER-Lab/packages_python_filtered` - **Final task dataset**: `TIGER-Lab/SWE-Next` - **SFT trajectories**: `TIGER-Lab/SWE-Next-SFT-Trajectories` - **Project code**: `github.com/TIGER-AI-Lab/SWE-Next` ## Citation ```bibtex @misc{liang2026swenextscalablerealworldsoftware, title={SWE-Next: Scalable Real-World Software Engineering Tasks for Agents}, author={Jiarong Liang and Zhiheng Lyu and Zijie Liu and Xiangchao Chen and Ping Nie and Kai Zou and Wenhu Chen}, year={2026}, eprint={2603.20691}, archivePrefix={arXiv}, primaryClass={cs.SE}, url={https://arxiv.org/abs/2603.20691}, } ```