Laya for benchmarks & evals

laya-mlx

mizorewww

Runs Laya typed-decision models locally on Apple Silicon using MLX

laya-coreml

mizorewww

Runs Laya typed-decision models locally on Apple Silicon using Core ML and the Neural Engine

openJev-verdict-2.0

Heman10x-NGU

Develops and benchmarks a non-autoregressive typed-decision model against Jev and Laya

laya-playground

wdobry

A local website combines Laya model demos, games, a benchmark, and an agent skill

laya-vs-jev

virajbhartiya

A side-by-side T-Rex game compares local Laya and hosted Jev decision models

laya-mps

afshinm

Runs Laya typed-decision inference locally on Apple Silicon using Metal Performance Shaders

lev

jlt-commons

Implements a typed decision engine using Laya checkpoints and GGUF chat models

edgejev

yzfly

Exports, quantizes, and serves Laya and other Jev-style models for offline CPU inference

laya-jev-lab

yibie

Compares Jev and Laya decision models and evaluates a local-first inference cascade

laya_router

glukicov

A Python model router compares local Laya decisions with a GPT-5 nano routing model

jevbench

dhruvmehra

A reproducible benchmark compares JEV, Laya, and other classifiers across datasets and metrics

laya-onnx

MstyAI

Runs Laya decision models locally with ONNX Runtime through a Go library and CLI

laya-plays-smb3

cv

Demonstrates Laya controlling Super Mario Bros. 3 with recorded, replay-verified decisions

reflexbench

brida-ai

Benchmarks Laya and other typed-decision engines across quality, calibration, robustness, and latency

Benchmarks Laya against Jev and other models on phishing detection and calibration

Fine-tunes Laya for long-context local Mac agents and compares it with the base model

jev-laya-benchmark

harrymunro

Benchmarks local MLX Laya against TypeSafe's hosted Jev on synthetic decision tasks

sysone-bench

instax-dutta

Compares Laya and Jev on identical inputs across multiple decision benchmarks

jev-tests

schacon

Compares Laya, Jev, Kev, and Claude in three macOS typed-decision demos

chunklaya

myxamediyar

Chunks long documents and uses Laya for typed-decision lookup across inputs up to one million tokens

zero-shot-ie-bench

umstek

Compares Laya and other zero-shot systems across information-extraction and classification tasks

structured-decision-bench

zhengbangbo

Benchmarks structured decisions from Qwen3, Jev, and Laya CoreML

runtime-tutorials

Runtime-weekly

Provides runnable Python guides for Laya classification and a comparison of Laya with other systems

doomLaya

azalio

Trains and compares Laya and Jev agents playing FreeDoom with reproducible results