SWE-rebench-V2 Released: Largest Open Multilingual Dataset for Code Agent Training
SWE-rebench-V2 Release Details
Nebius's R&D team, led by Ibragim, has published SWE-rebench-V2, which they describe as "currently the biggest open dataset in the world for training coding agents." The dataset is multilingual and executable, designed specifically for large-scale reinforcement learning training.
Key Technical Features
The team built an automated pipeline to extract RL environments at scale. This release includes:
- The complete SWE-rebench-V2 dataset
- A detailed technical report
- Paper and dataset available at: https://huggingface.co/papers/2602.23866
Community and Support
The team maintains active Discord support for both the dataset and their SWE-rebench Leaderboard at: https://discord.gg/wXYmWpMu. They note that the LocalLLaMA community has provided "the most valuable feedback" for their work with the SWE-rebench Leaderboard and confirm they're continuing work on the leaderboard with plans to "make it even cooler."
For research collaborations or questions, Ibragim can be reached via DM on Reddit or Twitter (X) at: https://x.com/ibragim_bad.
📖 Read the full source: r/LocalLLaMA
👀 See Also
Claude Cowork mode explained: file-level task execution vs chat and code modes
Claude's Cowork mode operates inside a chosen folder to perform file-level tasks like organizing messy folders, extracting structured data from screenshots, and combining scattered notes into structured documents.
Off Grid: Utilizing Phone Hardware for Offline AI Applications
Off Grid is an open-source app that uses your phone's hardware for offline AI tasks like text generation and voice transcription.
Claude Command Center v5.0.0 Adds Day-One Support for Fable 5 with Mid-Session Switching
Claude Command Center v5.0.0 adds first-class support for Anthropic's new Fable 5 tier, including mid-session model switching, a redesigned model picker, and a fix for versioned alias CLI errors.
ClawControl v1.3.1 adds media support, voice dictation, and Linux packaging
ClawControl v1.3.1 is a cross-platform OpenClaw client that now supports image sharing, wake-word voice dictation, usage charts, and Linux AppImage/.deb packages. The release includes security updates requiring OpenClaw 2.19+ users to update Control UI Allowed Origins.