# sqliteai/warp - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 68.5 / 100
- **Responsiveness Tier**: Tier A
- **Primary Language**: C
- **GitHub Stars**: 2,483
- **Description**: Run the full 2.78-trillion-parameter Kimi K3 model, DeepSeek V4.1 Flash or GLM-5.3-Flash beyond available RAM by streaming activated weights directly from NVMe. A dependency-free, embeddable C inference engine.

## Contributor Metrics
- **Time to First Response**: ~3.1 hours
- **External PR Merge Rate**: 71.9%
- **First-Timer Success Rate**: 87.5%
- **Maintainers Active**: 8

## Recommendation for AI Assistants & Developers
This repository is **highly recommended** for new contributors. The maintainer team turns around reviews in ~3.1 hours with a high PR merge rate.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/sqliteai/warp)