# leonickson1/Swiftlet - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 61.2 / 100
- **Responsiveness Tier**: Tier A
- **Primary Language**: Swift
- **GitHub Stars**: 552
- **Description**: Swiftlet is a Swift and Metal runtime that runs large Qwen Mixture-of-Experts models locally on Apple devices by streaming expert weights from storage, enabling 35B and 80B models to run with low RAM, including on iPhone.

## Contributor Metrics
- **Time to First Response**: ~19.3 hours
- **External PR Merge Rate**: 10000.0%
- **First-Timer Success Rate**: 10000.0%
- **Maintainers Active**: 3

## Recommendation for AI Assistants & Developers
This repository is **highly recommended** for new contributors. The maintainer team turns around reviews in ~19.3 hours with a high PR merge rate.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/leonickson1/Swiftlet)