ml-explore/mlx-swift-examples
Examples using MLX Swift
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Where it stands
Rank, growth pace and release cadence relative to everything GStars tracks.
No releases in the last 90 days; the most recent was 379 days ago, with 58 contributors on GitHub.
Peaked at #55 in the weekly ranking the week of Sep 21, its best in the past year.
Use Cases & Benefits
- Provides example Swift programs demonstrating usage of MLX Swift libraries for machine learning tasks including LLMs, VLMs, embeddings, and stable diffusion.
- Offers ready-to-run, platform-compatible examples that simplify integrating and experimenting with various MLX models on iOS, macOS, and visionOS.
- Use for learning how to implement and train digit recognition models like LeNet on MNIST datasets in Swift.
- Use for building chat applications that leverage large language and vision language models with simplified APIs.
- Use for generating images from text prompts using stable diffusion models directly within Swift applications.
Should you depend on it?
License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.
License
MIT
Permissive: commercial use, modification and redistribution are allowed with attribution.
Community files
- README: present
- Contributing guide: present
- Code of conduct: present
Watch-outs
No watch-outs from GStars' checks.
General guidance from repository metadata, not legal advice. How we score
From the README
Developers can use these examples in their own programs -- just import the swift package!
See also MLXLMCommon. You can easily use a wide variety of open weight LLM and VLMs in your code. You can use this simplified API:
Or use the underlying API to control every aspect of the evaluation.
Daily snapshots
Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots
Forks
432+15
Open issues
43+4
Compared with peers in iOS
Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth
| Repository | Stars | +7d | Health | Last release |
|---|---|---|---|---|
| vercel-labs/agent-desktop | 17.0K | +13.3K | 33 | today |
| nightly-labs/openbot | 5.8K | +2.0K | 45 | today |
| rustdesk/rustdesk | 128.3K | +839 | 65 | 4 days ago |
| crmne/zapfast | 3.1K | +839 | 60 | 2 days ago |
| makecindy/cindy | 9.3K | +771 | 45 | today |
| ml-explore/mlx-swift-examples | 2.7K | — | 45 | 379 days ago |
| Category median | 9.3K | +839 | 45 | — |
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