Update dataset card for new_commit_better_repos

README.md

@@ -1,31 +1,99 @@
 ---
 license: mit
+pretty_name: SWE-Next Repository List with NEW_COMMIT_BETTER Counts
 language:
 - en
-pretty_name: new-commmits
+size_categories:
+- 100<n<1K
+configs:
+- config_name: default
+  data_files:
+  - split: train
+    path: new_commit_better_repos.csv
 ---
-# SWE-Next: Scalable Real-World Software Engineering Tasks for Agents
 
-<p align="left">
+<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/datasets/TIGER-Lab/SWE-Next"><img alt="Dataset" src="https://img.shields.io/badge/Dataset-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>
-</p>
+</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
+## Citation
 
 ```bibtex
 @misc{liang2026swenextscalablerealworldsoftware,
-      title={SWE-Next: Scalable Real-World Software Engineering Tasks for Agents}, 
+      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}, 
+      url={https://arxiv.org/abs/2603.20691},
 }
-```
+```