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 1045 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.
laya-kit
FrancyJGLisboa
Provides a local Python interface for Laya typed judgements and confidence calibration
laya-quiz
Aryamanironman
Uses Laya to adapt trivia categories and difficulty to each player's performance
laya-snake
D9-cell
Runs Laya in Rust to play Snake in a terminal or browser dashboard
laya-tetris
kuchris
Runs Laya as a Tetris placement decision-maker with a heuristic safety guard
laya-torch
Shivay00001
Ports the Laya typed-decision model to PyTorch for CPU and GPU inference
laya-jv
TimTan1234
Packages a self-hosted Laya decision model as a Docker HTTP service for Luna
laya.mbt
majikxu
Implements Laya typed-decision inference in MoonBit with CPU and Metal backends
laya-server
noahbclarkson
Runs Laya behind a local TypeSafe System One API for compatible clients
laya-models
dockndevai
Provides quantized ONNX builds of Laya for browser inference
Laya_TESTSUITE
sirwari
Provides Laya tests, demos, routing examples, and MLX setup guidance
Laya_Demo
zhangfanxp
Uses the local Laya model to choose maze branches and trace a route to the exit
laya-server
MrLYC
Provides an authenticated CPU-based HTTP service and decision console for Laya models
Laya_Playground
jonas050210
Runs local Laya decision demos, games, and a raw playground through a browser interface
laya-gomoku
ttianeo
A tkinter Gomoku game uses Laya decisions and heuristics to choose moves
laya-skills
wearshoes
Provides agent skills for the Wearglass-hosted Laya typed-decision API
laya-burmese
aungthuhein2005
Studies Laya zero-shot transfer, calibration, and fine-tuning for Burmese topic classification
laya-api
WissemHajbi
Provides a Dockerized local HTTP API for Laya model inference
laya-breakout
Eng-Ahmd
Runs a locally hosted Laya decision model to control a Windows Breakout game
sway-laya
CallSohail
A Gradio word game where players try to elicit specific decisions from Laya
laya-console
wearshoes
A console provides API keys, a playground, and usage tools for the Laya decision API
laya-todo
firede
Classifies to-do items locally with Laya and compares its predictions with an optional Kev backend
laya-local
koljahuang
Runs Laya locally with a browser playground, REST API, and SageMaker deployment tools
laya-noul
samiwolf
Runs Laya yes/no decisions on customer-support statements and records calibrated results
laya-codex-bench
pbrehmer-ai
Benchmarks Laya-assisted Codex workflows for call reduction, latency, and decision quality