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!
Project: laya-mlx→The Laya project directory
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?
choiceHow urgent is this?
scoreDoes the customer threaten to cancel or leave?
yes / noDecided in 30.7 ms · 3 typed answers · one forward pass
Real outputs from Laya, not a mock-up. Run it yourself →
Seen on X this month
All demos →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!
Project: laya-mlx→Local Laya moggs Jev at @grok 4.7-built Tetris 🧩 An open-weights System One model called Laya, beat cloud-based Jev at playing Tetris by making decisions 11 times faster, running locally on a 16GB MacBook Air! Run AI models locally ->
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:
This is NOT Jev. Open source. Runs on your laptop. Decides in ~27 ms, about 200× faster than waiting on a hosted LLM. Here it is playing Tetris by itself 👇
Thanks for the model, we were able to port Laya to coreml with 99.5% of the ops on ANE + benchmarked too. it is now blazing fast with 3.7 ms per decision on an M5 Pro. Release: Models:
Project: FluidUse→
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.
try-laya
lin52025iq
Provides a Laya-first agent runtime with browser and Android control integrations
laya-scraper
qxZap
Uses Laya to find publication pages and extract publication details with a browser-capable crawler
LAYA_DEMO
davidL-zhan
Matches exam questions to knowledge points with local Laya yes-or-no predictions
laya-api
agk4444
Serves Laya typed-decision models through a CPU-based HTTP API
Laya-Firehose
AdityaRawat00189
Ingests incoming data, classifies it with Laya, and routes items by urgency
laya-integration
SanjaySathish
Routes Claude Code tasks to Claude tiers using a locally served Laya decision model
laya-testing
hypen-code
Demonstrates CPU-based Laya classification in an interactive terminal program
laya-mcp
frankdavid888
Packages Laya as an MCP server for AI assistants to make typed decisions
mcp-laya
dockndevai
Provides an MCP server exposing Laya typed-decision tools to agents
laya-server
roilanrodriguez55
Runs the real Laya server locally or in Docker and provides Bruno API tests
Laya-Finetune
zamax14
Fine-tunes and evaluates multilingual Laya for support-ticket classification
laya-plus
KotalaKishanReddy
Extends Laya's effective context with longer inputs and retrieve-then-decide processing
laya-rex
luiz0ar
A browser dashboard uses Laya decisions to control the T-Rex Runner game
laya-games
BM-Popcorn
Demonstrates Laya-driven turn-based games and fine-tunes the model on engine-labeled positions
laya-top
bsisduck
Monitors local processes with explainable tags and optional Laya inference
laya-universal
abusuraihsakhri
Provides cross-platform inference utilities for Laya checkpoints using ONNX Runtime and MLX
sentinel-laya
3p3r
A fine-tuned Laya model detects prompt injection and jailbreak attacks
laya-finetuning
sothi-em
Fine-tunes Laya for key-value match detection using the KVP-10K dataset
laya-ecosystem
MiguelFAraujo
Provides utilities for supervision, context compaction, search, and UI decisions using Laya and Jev
laya_bio
maris205
Adapts the Laya encoder into a shared candidate-scoring model for biological sequence tasks
laya-server
zachary-walters
Serves Laya classification, scoring, and detection endpoints with Apple Silicon acceleration
hey-laya
touhidsiddiqueeraj-bit
Runs an offline voice assistant that uses Laya for on-device decisions
zabbix-laya
j3udiel
A local web lab evaluates fictional Zabbix alerts with Laya and lets users download test results
laya-studio
jiaheng6
Provides a Windows desktop client for installing, running, testing, and serving Laya models