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.
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
snake-AI
jhao
A browser Snake game with switchable local Laya and hosted Jev decision engines
laya-api-go
jstdlee
A Go REST API serves requests through a persistent Python Laya runtime worker
laya-gfx1030
Thotheris
Runs and benchmarks the Laya decision model on Windows with an AMD Radeon RX 6900 XT
laya-hexagon-npu
EricYu123456
Deploys Laya inference on Qualcomm Hexagon NPU using ONNX Runtime
laya-snake-ai
ArjunSonara
Integrates Laya decisions into a Snake game that navigates hazards and hunts apples
keemsisi-laya-js
keemsisi
Provides JavaScript clients and a Node server adapter for Laya typed decisions
SnakeGame-laya
Cong-Quang
Serves a Laya-powered decision API for a self-playing Snake game
laya-mlx-rs
andyjusa
A native Rust and MLX implementation runs Laya decision models on Apple Silicon
laya-doom-agent
Jaiswal-Siddhant
Uses Laya-MLX to choose actions for an autonomous DOOM agent
exp-laya-router
zheyar-ltd
Demonstrates a CUDA-based Laya policy router in real-time Snake and Tetris games
laya-robot-arm
ramb5144
Uses structured Laya decisions to control a simulated pick-and-place robot arm
laya-snake-ai
IrMaho
Runs a tactical Snake arena powered by the local Laya decision model
laya-agent-kit
Maxwell00000086
Local Laya decision tools integrate with coding agents and ChatGPT through MCP
laya-mlx-advisor
esse
Uses a resident Laya-MLX model to adapt reasoning effort in Codex CLI and Claude Code
keemsisi-tetris-laya
keemsisi
Lets players control Tetris with decisions from the Laya model
obsidian-laya-tagger
tyPhoon-collab
Automatically tags Obsidian notes using the local Laya MLX typed-decision model
laya-it-triage
m4rtian
A planned enterprise ticket-triage project and learning roadmap centered on Laya decisions
laya-trader-binance
XSirch
Builds leakage-aware crypto trading datasets and fine-tunes Laya for typed trading decisions
laya-capability-business
matrix-air
Presents experiments measuring Laya’s capabilities, limitations, fine-tuning, and runtime migration
laya-snake-cuda
inhabitants
Ports the laya-mlx Snake demo to PyTorch for CUDA or CPU and adds a disturbance mode
laya-vs-jev
darrenli6
Compares Laya and Jev in snake-racing and fighting-game arenas