Laya × Python

Exports multilingual Laya as a portable Core ML bundle for Apple devices

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

laymbda

HQarroum

Runs the Laya decision model as a CPU-only AWS Lambda function with SnapStart

pastewhat-ranker-v1

mizorewww

Distills a candidate-aware clipboard ranker into Laya multilingual for local inference

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

laya-decision-brain

kevinbadi

Provides a web lab for Laya decisions on survey data and a Snake game

laya-mlx-voice-browser

aryanbhujade

Uses a local Laya-MLX model to turn spoken commands into browser actions on Mac

jev-chat-windows-laya

ZJemYoung

Adds an optional local Laya backend to a Windows WeChat chat assistant

mjbrain

jinlio

Fine-tunes Laya into a real-time recommendation system for Japanese riichi mahjong

WechatVibe

tswawa

Analyzes WeChat conversations for intent, emotion, and participant profiles using Laya models

Demonstrates calibrated image-based yes/no, choice and rubric decisions with Laya Vision

Demonstrates multilingual Laya typed decisions and probabilities through a Gradio interface

Packages Laya checkpoints for deployment on AXERA AX650 and AX8850 NPUs

Fine-tunes the Laya multilingual model on a typed-decisions dataset

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

Laya-Showcase

zamax14

Demonstrates and benchmarks multilingual Laya alongside Jev and GPT models

decision-systems-bakeoff

actuallyrizzn

Runs a reproducible benchmark comparing Flybrain, Jev, and Laya on four public tests

jev-as-quant

jiayylu

Combines Laya and Jev with Claude in a quantitative research stack and evaluates trading experiments

Laya

ljw98

Provides a local web console and HTTP API for running Laya typed-decision models