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SWE-Gym

First open training environment for real-world software-engineering agents - 2,438 Python tasks from 11 repos, each with an executable runtime and a hidden test suite.

Type
RL Env
Publisher
University of California, Berkeley
Capabilities
Code EditingTool CallingDebugging
Runtime
gymnasium
License
Apache-2.0
Size
2,438 task instances (full) / 234 (Lite)
Published
Nov 2024
Canonical
github.com/SWE-Gym/SWE-Gym

Cite

Notes

Only stored in your browser.

Lift evidence

3
EvalTools known to liftSource paper
SWE-benchSWE-Gym-
SWE-bench VerifiedSWE-Gym-
SWE-bench LiteSWE-Gym-

Models

Compatible

any

Papers

2
introducesSWE-Gym: An Open Environment for Training Software Engineering Agents and VerifiersSWE-Gym: An Open Environment for Training Software Engineering Agents and Verifiers

Contributors

4
Alane SuhrGraham NeubigJiayi PanXingyao Wang