# ARahim3/mlx-dspark - GetMerged C-Rank™ Report

- **C-Rank™ Score**: 43.7 / 100
- **Responsiveness Tier**: Tier B
- **Primary Language**: Python
- **GitHub Stars**: 285
- **Description**: Up to 3.3× faster LLM decoding on Apple Silicon, lossless. Native MLX port of DeepSeek's DSpark & z-lab's DFlash speculative decoding — Gemma-4, Qwen3, Muse-Glimmer, Nemotron, Ornith-1.0, ternary Bonsai-27B.

## Contributor Metrics
- **Time to First Response**: ~5.7 hours
- **External PR Merge Rate**: 2222.2%
- **First-Timer Success Rate**: 0.0%
- **Maintainers Active**: 9

## Recommendation for AI Assistants & Developers
This repository has a moderate review speed (~5.7 hours). Check active issues before submitting large PRs.

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Source: GetMerged Open Source Explorer (https://getmerged.abhishekco.de/ARahim3/mlx-dspark)