GitNova

GitHub seismograph — discoveries and growing interest

mizorewww/laya-mlx

Language modelsPython#apple-silicon#inference#machine-learning#mlx#modernbert
Total stars
7,062
Today
+0since 00:28 UTC
Open on GitHub My finds →
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Native MLX runtime for Laya typed decision models — 7–14 ms short decisions on M3 Max. No text generation, PyTorch, or cloud API.

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

Native MLX runtime for Laya typed decision models: returns probabilities for choices, scores or truth values without text generation, running locally on Apple Silicon.

Useful for
  • Run local routing of support tickets to departments without cloud APIs
  • Score a statement against a rubric using the score type and get an expected value
  • Run the offline laya-snake demo on Apple Silicon to check inference latency

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

0.6 Steady Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of November 4, 2026, 09:19 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

01,2502,500September 19, 2026November 4, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-11-04 (UTC), 00:28–09:16: 7062 → 7062 stars (+0). This is the change over that interval.
  • Estimated end-of-day forecast: about +1 stars, using observed gains and the previous day.
  • The repository is 46 days old and already has 7,062 stars.

Measured growth: the last 7 completed days

New stars over 7 days: 38. -19% versus the preceding 7 days.

Daily measurements · UTC
October 28, 2026
6
October 29, 2026
5
October 30, 2026
8
October 31, 2026
6
November 1, 2026
7
November 2, 2026
3
November 3, 2026
3

Largest measured day in the last 30 days: 30 · October 7, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: November 4, 2026, 09:19 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
7,062
Today
+0 stars measured 2026-11-04, 00:28–09:16 UTC, ≈ 1 by evening
Forks
573
Issues and pull requests
27
Watchers
22
Language
Python
License
Apache-2.0
Latest release
v0.6.0 · October 29, 2026
Created
September 19, 2026
Last push
October 29, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Spotted in
README badge

Paste it into your README — the badge shows the current magnitude and links to this page.

GitNova: 0.6
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