Seismograph

What’s gaining stars on GitHub right now

mizorewww/laya-coreml

Local Laya typed decisions on Apple Core ML and Neural Engine. Validated ports, ~5 ms short decisions on M3 Max, reproducible speed and energy benchmarks.

Language modelsPython#apple-silicon#coreml#decision-model#laya#local-ai
5.1 Early signal Magnitude out of 10. Star growth looks organic. Data as of September 20, 2026.
Open on Seismograph Open on GitHub

About the project

Local port of the Laya model to Apple Core ML and Neural Engine: returns typed decisions (choice, score, yes/no) without token generation, with speed and energy benchmarks.

Useful for

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

Why it’s trending

Stars per day

02550September 13, 2026September 20, 2026

Bars are daily stars, the line is the usual pace. Red marks spike days.

Numbers

Total stars
84
Stars in a day
83
Forks
9
Issues and pull requests
0
Watchers
0
Language
Python
License
Apache-2.0
Created
September 19, 2026
Last push
September 20, 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

Share

README badge

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

Seismograph: 5.1
[![Seismograph](https://gitnova.dev/badge/mizorewww/laya-coreml.svg?lang=en)](https://gitnova.dev/en/r/mizorewww/laya-coreml)

Similar projects

  1. 7.4
    TianyuCodings/NanoJev

    A nano replica of Jev built on Qwen3-0.6B that outputs probability distributions over candidates in a single forward pass with no token decoding, plus a training pipeline and game demos (maze, Snake).

    Early signalLanguage modelsPython+328 stars in a day

  2. 7.2
    mizorewww/laya-mlx

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

    Early signalLanguage modelsPython+416 stars in a day

  3. 7.1
    bespokelabsai/nimble

    Nimble is a model and training recipe for fast typed decisions over text: given a flat schema of enum and boolean fields, it picks an answer and returns probabilities for each option. It targets routing, condition…

    Early signalLanguage modelsPython+405 stars in a day

  4. 6.9
    githubnext/localjev

    A local TypeScript/Bun HTTP service implementing a Jev-compatible POST /v1/systemone API on top of an OpenAI-compatible Chat Completions endpoint (DiffusionGemma via oMLX). It acts as a bridge for typed decisions…

    Early signalLanguage modelsTypeScript+206 stars in a day

  5. 6.9
    docling-project/docling

    Docling is a document parsing library for many formats (PDF, DOCX, PPTX, XLSX, HTML, EPUB, audio, video) with advanced PDF understanding: page layout, tables, formulas, OCR. It prepares structured data for generative…

    BreakoutLanguage modelsPython+348 stars in a day

  6. 6.8
    jaredpalmer/kev

    kev is a LoRA adapter with a small readout head on top of Qwen2.5-0.5B that answers many typed questions about a document in a single forward pass, returning calibrated probabilities instead of text.

    Early signalLanguage modelsPython+245 stars in a day