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 276B, native Mac app, CLI, and OpenAI-compatible server.

NeelM0906/Mference

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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 276B, native Mac app, CLI, and OpenAI-compatible server.

Mference grew +3.4% in the last 30 days, ranks 134th of 159 in Web / Edge / On-Device Runtime, last commit 29 days ago.

Star trajectory

62 days tracked
2026-08-24122 stars today2026-10-25
Momentum

+3.4% in 30d, above the Web / Edge / On-Device Runtime median of +1.8%.

Maintenance

Last commit 29 days ago, staler than the median of 9d.

How it compares in Web / Edge / On-Device Runtime

Mference
122
stars
+3.4% 30d
commit 29 days ago
Web / Edge / On-Device Runtime median
325
stars
+1.8% 30d
commit ~9d ago
Leader · mlc-llm
23.3k
stars
+0.4% 30d
commit 18 days ago

Ranked 134th of 159 by stars.

Language
Swift
License
Other
Contributors
5
Forks
15
Watchers
5
Open issues
1
Releases
1
Created
2026-07-31
Stars this week
+0

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