ml-explore/mlx-swift-lm
mlx-swift-lm
LLMs and VLMs with MLX Swift
Builder
Open-source project
Stars
368
Using upstream star count
Forks
139
Using upstream fork count
Open Issues
0
Activity Score
0/100
0 commits in 30d
Created
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README Summary
No summary available yet.
Community Evaluation
“Early-stage experimental tool with limited adoption and unclear maintenance status”
Pros
- ✓Enables LLM/VLM inference on Apple Silicon with MLX framework, addressing a specific hardware optimization gap
- ✓Swift-native implementation allows seamless integration into iOS/macOS applications without Python dependencies
- ✓Moderate GitHub engagement with 368 stars indicating niche but active interest in Swift ML tooling
Cons
- ✕Zero contributors and 0% community health score suggests minimal maintenance and collaboration
- ✕No documented test suite or CI/CD pipeline creates uncertainty about code reliability and regression prevention
- ✕Missing README and problem statement documentation makes evaluation of maturity and feature completeness impossible
- ✕0% issue close rate indicates unaddressed bug reports and poor issue triage
Best for
Swift developers building on-device LLM/VLM applications for Apple Silicon Macs and iOS devices
Avoid if
You need production-grade stability, cross-platform support, or active community maintenance
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Recent Activity
Updated 12 days ago
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Timeline
- Project created
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- Forked
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- Your last push
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- Upstream last push
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- Tracked since
- Apr 18, 2026
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