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SharpAI/SwiftLM

⚡ Native MLX Swift LLM inference server for Apple Silicon. OpenAI-compatible API, SSD streaming for 100B+ MoE models, TurboQuant KV cache compression, MACOS + iOS iPhone app.

#LLM inference
Visit GitHub
Swift
797
63
12 contributors
MIT License
AchievementsView all →
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Momentum

How fast SharpAI/SwiftLM is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Sep 6 – Nov 5, 2026

Stars +39 in 61 days

0123
3

Forks +7 in 61 days

01
1

Merged PRs 72 in 61 days

051015
12

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Sep 6Sep 14Sep 22Sep 30Oct 8Oct 16Oct 24Nov 1
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Sun, Sep 6, 2026+0+00
Mon, Sep 7, 2026+1+10
Tue, Sep 8, 2026+0+00
Wed, Sep 9, 2026+0+00
Thu, Sep 10, 2026+1+00
Fri, Sep 11, 2026+2+00
Sat, Sep 12, 2026+3+00
Sun, Sep 13, 2026+0+00
Mon, Sep 14, 2026+1+00
Tue, Sep 15, 2026+0+00
Wed, Sep 16, 2026+2+00
Thu, Sep 17, 2026+0+00
Fri, Sep 18, 2026+0+00
Sat, Sep 19, 2026+0+00
Sun, Sep 20, 2026+1+00
Mon, Sep 21, 2026+1+00
Tue, Sep 22, 2026+1+10
Wed, Sep 23, 2026+1+01
Thu, Sep 24, 2026+0+06
Fri, Sep 25, 2026+0+012
Sat, Sep 26, 2026+1+06
Sun, Sep 27, 2026+1+00
Mon, Sep 28, 2026+0+01
Tue, Sep 29, 2026+1+00
Wed, Sep 30, 2026+1+00
Thu, Oct 1, 2026+2+01
Fri, Oct 2, 2026+0+00
Sat, Oct 3, 2026+0+00
Sun, Oct 4, 2026+0+05
Mon, Oct 5, 2026+0+06
Tue, Oct 6, 2026+0+02
Wed, Oct 7, 2026+0+01
Thu, Oct 8, 2026+0+01
Fri, Oct 9, 2026+1+12
Sat, Oct 10, 2026+0+03
Sun, Oct 11, 2026+1+03
Mon, Oct 12, 2026+0+02
Tue, Oct 13, 2026+0+00
Wed, Oct 14, 2026+2+00
Thu, Oct 15, 2026+2+01
Fri, Oct 16, 2026+1+02
Sat, Oct 17, 2026+0+02
Sun, Oct 18, 2026+0+01
Mon, Oct 19, 2026+0+00
Tue, Oct 20, 2026+0+00
Wed, Oct 21, 2026+1+02
Thu, Oct 22, 2026+1+00
Fri, Oct 23, 2026+1+10
Sat, Oct 24, 2026+0+00
Sun, Oct 25, 2026+0+02
Mon, Oct 26, 2026+1+01
Tue, Oct 27, 2026+0+11
Wed, Oct 28, 2026+3+01
Thu, Oct 29, 2026+1+13
Fri, Oct 30, 2026+0+00
Sat, Oct 31, 2026+0+00
Sun, Nov 1, 2026+0+01
Mon, Nov 2, 2026+1+10
Tue, Nov 3, 2026+3+01
Wed, Nov 4, 2026+0+02
Thu, Nov 5, 2026+0+00
Total+39+772
  • 1#1 on the list
  • 7Rank that day
  • Not trending

    • Mentions and achievements

    Where people are talking about SharpAI/SwiftLM, and every badge it has earned
    1. May 131 post

      • 🚀 SwiftLM MTP Speculative Decoding + TurboQuant is live on Apple Silicon At 100K context: nearly 2.5× faster with 56% less GPU memory. Benchmarked Gemma 4-26B on M5 Pro 64GB: #AppleSilicon #MLX #LLM…

        Read full on X, posted by @Simba_Zhang

        @Simba_Zhang · x.com

    2. 26 days earlier
    3. Apr 171 post

      • Coding on your local Mac with Qwen 3.6 & Native MLX engine SwiftLM

        Read full on Reddit

        r/Qwen_AI

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