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bnsd55/jevmlx

Jev-style parallel constrained decisions for any MLX model on Apple Silicon. Typed, schema-valid JSON in one forward pass.

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Python
77
9
2 contributors
MIT License
website
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Momentum

How fast bnsd55/jevmlx 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 16 – Nov 5, 2026

Stars +76 in 51 days

051015
15

Forks +9 in 51 days

0123
3

Merged PRs 164 in 51 days

0204060
45

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

Not in the Trendshift top 25 in this period

Sep 16Sep 23Sep 30Oct 7Oct 14Oct 21Oct 28Nov 4
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
Wed, Sep 16, 2026+0+00
Thu, Sep 17, 2026+6+10
Fri, Sep 18, 2026+15+245
Sat, Sep 19, 2026+13+227
Sun, Sep 20, 2026+9+323
Mon, Sep 21, 2026+8+029
Tue, Sep 22, 2026+3+015
Wed, Sep 23, 2026+2+04
Thu, Sep 24, 2026+2+01
Fri, Sep 25, 2026+3+00
Sat, Sep 26, 2026+4+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+1+00
Tue, Sep 29, 2026+0+00
Wed, Sep 30, 2026+0+00
Thu, Oct 1, 2026+1+00
Fri, Oct 2, 2026+0+00
Sat, Oct 3, 2026+0+00
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Mon, Oct 5, 2026+0+00
Tue, Oct 6, 2026+1+10
Wed, Oct 7, 2026+0+00
Thu, Oct 8, 2026+0+00
Fri, Oct 9, 2026+0+00
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Tue, Oct 13, 2026+1+00
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Fri, Oct 16, 2026+0+00
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Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+3+07
Tue, Oct 20, 2026+2+013
Wed, Oct 21, 2026+0+00
Thu, Oct 22, 2026+0+00
Fri, Oct 23, 2026+0+00
Sat, Oct 24, 2026+0+00
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Mon, Oct 26, 2026+0+00
Tue, Oct 27, 2026+1+00
Wed, Oct 28, 2026+0+00
Thu, Oct 29, 2026+0+00
Fri, Oct 30, 2026+0+00
Sat, Oct 31, 2026+1+00
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Wed, Nov 4, 2026+0+00
Thu, Nov 5, 2026+0+00
Total+76+9164
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Sep 223 posts

    • jevmlx update: a 7B model on a Mac beats generate-then-parse by 14 points on TypeSafe's public eval, in 0.6 s per case

      Read full on Reddit

      r/oMLX

    • jevmlx update: a 7B model on a Mac beats generate-then-parse by 14 points on TypeSafe's public eval, in 0.6 s per case

      Read full on Reddit

      r/LocalLLM

    • jevmlx update: a 7B model on a Mac beats generate-then-parse by 14 points on TypeSafe's public eval, in 0.6 s per case

      Read full on Reddit

      r/mlxcommunity

  2. Sep 181 post

    • Jev 的 OMLX 版本已经有了： jevmlx 的优势很明确：本地跑、零 API 成本、隐私好，还能直接把 Qwen/Llama 这类小模型变成 Jev 风格的决策引擎。 缺点也很明显：它不是官方 Jev，底层还是普通 Instruct 模型，判断质量和置信度都依赖你选的模型，而且目前公开 benchmark 还不多。

      Read full on X, posted by @wonfull888

      @wonfull888 · x.com

  3. Sep 171 post3 posts

    • jevmlx: JSON decisions from local MLX models in one forward pass

      Read full on Reddit

      r/oMLX

    • jevmlx: typed decisions from any local MLX model in one forward pass, with a probability per field

      Read full on Reddit

      r/mlxcommunity

    • Jevmlx

      Read full on Hacker News

      Hacker News

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