The Laya project directory

Everything the world is building on Laya.

Laya turns any text into typed decisions in milliseconds, on your own machine. Here is what it does, and 1048 projects people built with it.

Input text

“Hi, we were billed twice for March. Please refund the duplicate today or we will cancel our plan.”

laya-mlx · 146 input tokens · 0 output tokens

Which team should handle this ticket?

choice
✓ billing98%
technical1%
sales1%

How urgent is this?

score
not urgent4%
soon15%
✓ blocking81%

Does the customer threaten to cancel or leave?

yes / no
✓ yes84%
no16%

Decided in 30.7 ms · 3 typed answers · one forward pass

Real outputs from Laya, not a mock-up. Run it yourself →

Projects
1048
New this week
1048
Platforms
18

Seen on X this month

All demos →

laya-mlx plays Snake at 60 decisions per second on an M3 Max

介绍比Jev快50倍,在你设备上跑的laya-mlx! 只在你的设备上占用最高1G内存 Laya是一个开源的类似于Jev的,基于文本输出概率的分类系统 我将其移植到MLX,并且做了一些性能优化! 视频中就是这个模型在我的本地M3Max上玩贪吃蛇 这个模型能够以每秒决策60次的速度玩贪吃蛇!

♥ 14.1k↻ 1.2k4.2M viewsView on X
Project: laya-mlx→

Jev decision layer routes tasks and recovers from tool failures

jev + opus 5.5... i simply can't comprehend why everyone isn't building this yet. in my workflow, this cut costs and time by ~80%. i think it's one of the best ways to use it. → pick relevant project notes before loading the context → route suitable tasks to a faster worker → choose a recovery path when a tool fails → run focused checks before the full test suite opus handles the hard reasoning. jev picks from options the harness prepares and validates. i explain how to build the decision layer in the article below:

♥ 4.9k↻ 385922.5k viewsView on X

A profile tells the story of Laya creator Nandakishor M

He comes from a small village in Kasaragod, Kerala. In 2016, he was selected for IISER Mohali but couldn't afford to make the move. He eventually studied engineering at Government College of Engineering, Kannur. Last week he released Laya, an open-source AI model that challenged TypeSafe’s Jev on speed and on published decision-making scores. This is the story of Nandakishor M and how he built Laya.

♥ 975↻ 12032k viewsView on X

laya-plays-doom

greencat667

Uses Laya as a single-pass decision model for an autonomous Doom-playing agent

0·GitHub repo

jev-vs-laya

janagarajsn

A Flask app benchmarks Jev and local Laya on synthetic customer-support tickets

0·GitHub repo

laya-agent-skill

HunterXing

Provides agent integrations for typed decisions through Laya-compatible APIs

0·GitHub repo

laya-issue-triage

manyamkarthik

A fine-tuned Laya model triages GitHub issues using a CPU-ready GitHub Action

0·GitHub repo

laya-jev-eval

yuvrajrox

Evaluates Laya against Jev on email intent and explores text generation with Laya’s backbone

0·GitHub repo

laya-open-eval

lgy1027

Packages local Laya inference and evaluation with an optional HTTP adapter

0·GitHub repo

laya-answer-router

ramb5144

A Chrome side panel and MCP bridge use local Laya to route page questions to OpenAI models

0·GitHub repo

laya-mcp-server

ocha-no-taiko

Wraps the laya-mlx typed-decision model in an MCP server for tools such as Claude Code

0·GitHub repo

laya-vs-llms

Ujjwal3115

Benchmarks Laya against hosted language models on developer commit triage and CI safety decisions

0·GitHub repo

laya-flappy-bird

GadhiyaRaj

A Flappy Bird-style game uses Laya to choose real-time flap or coast actions

0·GitHub repo

laya-zh-eval

lzero07

Evaluates Laya checkpoints on Chinese skill-routing requests

0·GitHub repo

agent-firewall-laya

wmsing

Serves Laya semantic scores through a local HTTP sidecar for agent-firewall

0·GitHub repo

laya-session-guard

Mr-Neutr0n

A fine-tuning experiment trains and evaluates Laya for coding-session security decisions

0·GitHub repo

laya-whitebox-attack

YashDThapliyal

Evaluates generalization and white-box attacks against a fine-tuned Laya agent monitor

0·GitHub repo

laya-codex-router

mcmcmcmmmc

Routes Codex model calls and thinking effort locally using Laya

0·GitHub repo

laya-ROCm-Demo01

don-milsey-miller

Provides a local Laya demo for testing prompt injection and poisoning attacks

0·GitHub repo

laya-support-ticket-triage

IshaanLabs

A local Laya system triages customer-support tickets and benchmarks results in an interactive dashboard

0·GitHub repo

Laya-System-1-Model

JayanGupta

Showcases Laya for text classification, urgency scoring, and ticket triage with Hugging Face Transformers

0·GitHub repo

laya-or-jev-pong

bananadonn

Compares local Laya and hosted Jev decision APIs by having them control paddles in Pong

0·GitHub repo

llm-jev-laya-bench

PerryLink

Measures the cost, latency, and failure boundaries of judgment layers

0·GitHub repo

salt

rtuszik

Scores messages from coding-agent transcripts with an on-device Laya model and produces reports

0·GitHub repo

jev-laya-local-daemon

ThreeLightStudio

Provides a localhost API for typed decisions using local Laya or hosted Jev

0·GitHub repo

switchyard

mayur2109

A local decision service exposes Laya's typed answers to agents and automation systems

0·GitHub repo

laya-gtx1650-benchmark

PredictiveManish

Measures Laya inference latency on a laptop with a GTX 1650 GPU

0·GitHub repo