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.
cut
harshpreet931
Uses Laya to label and cut unnecessary lines from posts in a browser or local app
xcrystal
dgu0323
Scores cryptocurrency relevance and market signals in X posts with a local Laya server
jev-vs-llms
ivanviragine
Compares Jev, Laya, other open models, and chat LLMs on loaded questions in two languages
wizden-moonlander
WizdenOrg
A lunar lander game compares Laya and Jev as typed-decision flight controllers
handoff
kingd2925-beep
A local router learns from chat history to direct requests to cheaper or stronger models
small-decision-model-cross-domain-degradation
SnackTerminator
A controlled study evaluates cross-domain and cross-lingual transfer in Jev-class decision models
ai-experiments
nadeem4
A collection of documented AI experiments reports protocols and results for model evaluations
laya
Daboolu
A Chinese-focused Laya fork provides local Python inference, language routing and a command-line interface
laya-mario
xujialiang
An experimental controller uses Laya to choose actions in the original Super Mario Bros
LayaDecisionMcp
cl2raul66
A local MCP server exposes Laya typed decisions to OpenCode and other MCP clients
nexus-decisor-laya
janiojandson
A JavaScript Nexus decision component built around the Laya System 1 model
5dive-laya
5dive-ai
A 5dive add-on for reflex decisions using a local Laya model
Laya_local
RickyFer22
A Pong game and experiment using Laya for real-time decisions alongside physics-based prediction
laya-compaction
tristankenney
A Claude Code plugin that compacts context using scores from a local Laya model
laya-compact
AxeForging
A local context-compaction tool that uses Laya to score which tool calls remain needed
laya-idjvsuen
muhfalihr
Fine-tuned Laya models for classification and decisions across Indonesian, Javanese, Sundanese, and English
laya-tetris
nickyqqq
A playable Tetris experiment showing Laya's candidate probabilities and decisions in a live dashboard
laya-service
manul-audio
Wraps Laya predictions in a FastAPI service for Paperclip agent decisions
laya-gateway
aios-b-612
Routes coding-agent tool choices through Laya in a local LLM gateway
laya-playground
dharm1287
Provides a FastAPI playground for Laya survey predictions and a Snake game
TrucoLaya
guillermojmontenegro-hub
Runs an Argentine Truco card game with AI players controlled by Laya
laya-ui
bharath-ui1027
Provides a multilingual Laya decision engine with UI components and optional serving integrations
laya-image
muck-stump
Provides a container image for deploying Laya on AMD-accelerated OpenShift
laya-playground
shwetankg07
Three browser games measure Laya’s decisions against exact ground truth