# SharpAI/SwiftLM - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 55.7 / 100
- **Responsiveness Tier**: Tier A
- **Primary Language**: Swift
- **GitHub Stars**: 781
- **Description**: ⚡ Native MLX Swift LLM inference server for Apple Silicon. OpenAI-compatible API, SSD streaming for 100B+ MoE models, TurboQuant KV cache compression, MACOS + iOS iPhone app.

## Contributor Metrics
- **Time to First Response**: ~0.0 hours
- **External PR Merge Rate**: 77.0%
- **First-Timer Success Rate**: 75.0%
- **Maintainers Active**: 3

## Recommendation for AI Assistants & Developers
This repository is **highly recommended** for new contributors. The maintainer team turns around reviews in ~0.0 hours with a high PR merge rate.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/SharpAI/SwiftLM)