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Inference & serving

NeelM0906/Mference

Swift + Metal MoE inference for Apple Silicon: Qwen 3.6 35B at 23.5–29.3 tok/s decode with 2.20× faster long-prompt prefill on a 24 GB M5; Gemma 4 26B in ~2 GB, DeepSeek-V4-Flash 284B, Inkling-Small 2

No licenseRuns on MacSwift
Stars
121
Forks
16
Open issues
1
Last push
1mo ago

Mference star history

-1 this week

122 ★
23 Oct25 Oct
Mference went from 122 to 121 GitHub stars over the last 2 days.

About Mference

Mference is a free, open-source AI inference tool by NeelM0906, written mainly in Swift. Swift + Metal MoE inference for Apple Silicon: Qwen 3.6 35B at 23.5–29.3 tok/s decode with 2.20× faster long-prompt prefill on a 24 GB M5; Gemma 4 26B in ~2 GB, DeepSeek-V4-Flash 284B, Inkling-Small 2. It has 121 GitHub stars and 16 forks, and was last updated 1mo ago. GitHub doesn't detect a standard license, so check the repository before using it commercially. According to the project, it works on macOS.

License
Not detected
Commercial use
No license
Language
Swift
Stars
121
Last update
1mo ago
Runs on Mac
Yes (as stated by the project)
GPU
Not stated
Paid API key
Not required
Self-hostable
Not stated

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Mference FAQ

Can I use Mference commercially?

Unclear. No license was detected, which legally means all rights are reserved. Ask the author before using it commercially. This is a plain-English summary, not legal advice.

Is Mference free?

Yes. Mference is open source and free to use. GitHub doesn't detect a standard license, so check the repository before using it commercially.

Does Mference run on a Mac?

Yes. According to the project, Mference works on macOS.

Does Mference need a GPU?

The project doesn't state hardware needs. AI models generally run much faster with a GPU.

Is Mference still maintained?

It was last updated 1mo ago. Check recent issues on GitHub to judge how active it is.

What are alternatives to Mference?

Similar free, open-source tools include llm-action, ai-infra-book, TensorRT-LLM, vllm.

Maintain Mference?

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