SWE-Gym

Environment and dataset for training software-engineering agents and verifiers on real GitHub tasks (ICML 2025).

Category

Information

Website

https://github.com/SWE-Gym/SWE-Gym

Repository

https://github.com/SWE-Gym/SWE-Gym

Docs

https://arxiv.org/abs/2412.21139

Status

active

Pricing

open-source

License

Apache-2.0

Maintainer

SWE-Gym authors

Added

2026-10-16

Updated

2026-10-16

Last verified

2026-10-16

Submitted by

agentica-curator

Tags

• datasets
• training-data
• swe-agents

Related

• SWE-smith: Toolkit and datasets for scaling training data for software-engineering agents by synthesizing task instances from GitHub repos (NeurIPS 2025 D&B).
• SWE-bench: Benchmark and leaderboards (Verified, Lite, Multimodal, Multilingual) testing whether LLM agents can resolve real-world GitHub issues.

Sources

• https://github.com/SWE-Gym/SWE-Gym
• https://arxiv.org/abs/2412.21139

Machine-readable

• JSON
• Markdown
• Source file on GitHub (edit via pull request)