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NandhaKishorM/laya

Non-autoregressive System 1 decision engine. Typed choice, score and yes/no decisions over any text in a single forward pass, in 100+ languages, with a router that picks the right checkpoint per request.

Visit GitHub
Python
35k
3.2k
1 contributors
Apache License 2.0
website
AchievementsView all →
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Momentum

How fast NandhaKishorM/laya 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 17 – Nov 5, 2026

Stars +35,018 in 50 days

05K10K
6,379

Forks +3,232 in 50 days

0200400600
545

Merged PRs 985 in 50 days

050100150
114

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

Top 25 overall

51111420

Top 25 in Python

252111121017192223
Sep 17Sep 24Oct 1Oct 8Oct 15Oct 22Oct 29Nov 5
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 PRsAll languagesPython
Thu, Sep 17, 2026+0+00Not trendingNot trending
Fri, Sep 18, 2026+210+260Not trending#25
Sat, Sep 19, 2026+1,015+831#5#2
Sun, Sep 20, 2026+2,739+2483#1#1
Mon, Sep 21, 2026+6,077+4828#1#1
Tue, Sep 22, 2026+6,379+5451#1#1
Wed, Sep 23, 2026+3,927+35292#1#1
Thu, Sep 24, 2026+2,632+25258#4#2
Fri, Sep 25, 2026+1,633+15339#20#10
Sat, Sep 26, 2026+1,205+1240Not trending#17
Sun, Sep 27, 2026+863+87114Not trending#19
Mon, Sep 28, 2026+989+870Not trending#22
Tue, Sep 29, 2026+914+8884Not trending#23
Wed, Sep 30, 2026+675+520Not trendingNot trending
Thu, Oct 1, 2026+571+4373Not trendingNot trending
Fri, Oct 2, 2026+365+5046Not trendingNot trending
Sat, Oct 3, 2026+272+3320Not trendingNot trending
Sun, Oct 4, 2026+224+3212Not trendingNot trending
Mon, Oct 5, 2026+264+3125Not trendingNot trending
Tue, Oct 6, 2026+242+320Not trendingNot trending
Wed, Oct 7, 2026+220+1843Not trendingNot trending
Thu, Oct 8, 2026+289+4837Not trendingNot trending
Fri, Oct 9, 2026+252+340Not trendingNot trending
Sat, Oct 10, 2026+187+1514Not trendingNot trending
Sun, Oct 11, 2026+186+3733Not trendingNot trending
Mon, Oct 12, 2026+223+2548Not trendingNot trending
Tue, Oct 13, 2026+203+260Not trendingNot trending
Wed, Oct 14, 2026+140+1842Not trendingNot trending
Thu, Oct 15, 2026+137+1519Not trendingNot trending
Fri, Oct 16, 2026+125+130Not trendingNot trending
Sat, Oct 17, 2026+98+833Not trendingNot trending
Sun, Oct 18, 2026+118+160Not trendingNot trending
Mon, Oct 19, 2026+167+179Not trendingNot trending
Tue, Oct 20, 2026+150+150Not trendingNot trending
Wed, Oct 21, 2026+152+1912Not trendingNot trending
Thu, Oct 22, 2026+128+160Not trendingNot trending
Fri, Oct 23, 2026+117+1414Not trendingNot trending
Sat, Oct 24, 2026+101+1034Not trendingNot trending
Sun, Oct 25, 2026+100+48Not trendingNot trending
Mon, Oct 26, 2026+102+60Not trendingNot trending
Tue, Oct 27, 2026+79+80Not trendingNot trending
Wed, Oct 28, 2026+79+1024Not trendingNot trending
Thu, Oct 29, 2026+78+712Not trendingNot trending
Fri, Oct 30, 2026+69+20Not trendingNot trending
Sat, Oct 31, 2026+59+811Not trendingNot trending
Sun, Nov 1, 2026+44+311Not trendingNot trending
Mon, Nov 2, 2026+83+100Not trendingNot trending
Tue, Nov 3, 2026+66+85Not trendingNot trending
Wed, Nov 4, 2026+51+20Not trendingNot trending
Thu, Nov 5, 2026+19+00Not trendingNot trending
Total+35,018+3,232985
  • 1#1 on the list
  • 7Rank that day
  • Not trending

    • Mentions and achievements

    Where people are talking about NandhaKishorM/laya, and every badge it has earned
    1. Oct 121 post

      • 决策系统还在套聊天 agent 那套？有人走了另一条路。 NandhaKishorM/laya：非自回归「System 1」引擎，一次前向就做选择 / 打分 / 是否判断，还覆盖 100+ 语言。 做决策、打分、不想绕大段对话链路的，值得拆开看。 ⭐ ~3.2万 · Python 🔗 项目链接：

        Read full on X, posted by @Zzzepjhk

        @Zzzepjhk · x.com

    2. Oct 101 post

      • the ai model everyone wants to clone just got cloned in open weights. liquid released d1 — decision models that only output verdicts (no text), running on rtx workstations and jetsons, not just…

        Read full on X, posted by @buildbysaksham

        @buildbysaksham · x.com

    3. Oct 92 posts

      • [Workflow] Claude Code Plugin: Automated Model Routing with Laya-Router for Cost and Performance Optimization

        Read full on Reddit

        r/ClaudeWorkflows

      • AI 做决策最怕答案飘。Laya 把决策拆成「类型化选择 + 打分」，可解释也能复现。

        Read full on X, posted by @laogeai

        @laogeai · x.com

    4. Oct 61 post

      • 让大模型做分类打分，本来就在杀鸡用牛刀。 Laya：选项、评分、是否判断，一次前向全出，33 毫秒，不生成一个字。 没有生成，就没有幻觉。322M 参数读 100+ 语言，中文工单直接分流。 18 天 3.1 万 star，Apache 2.0，pip install laya 就能跑。

        Read full on X, posted by @ataosky

        @ataosky · x.com

    5. Oct 32 posts

      • LibLayaX: run the Laya AI decision model inside your own app

        Read full on Reddit

        r/LLMDevs

      • LibLayaX: run the Laya AI decision model inside your own app

        Read full on Reddit

        r/LocalLLM

    6. Oct 13 posts

      • Laya is s*it

        Read full on Reddit

        r/selfhosted

      • Laya is s*it

        Read full on Reddit

        r/SideProject

      • • Written in Python • Open source and available on GitHub • Open source and available on GitHub

        Read full on X, posted by @the_osps

        @the_osps · x.com

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