Laya for benchmarks & evals

Speed, accuracy and cost measurements of Laya.

228 projects

doom-war

rythmn1111

Compares local MLX Laya and hosted Jev as decision-makers in a Doom deathmatch

1·GitHub repo

laya-micro

osamabinIaggin

Prunes and quantizes Laya for low-memory single-board computer deployment

1·GitHub repo

laya-invaders

inhabitants

Uses Laya to choose targets in a Space Invaders game and compares it with a rule baseline

1·GitHub repo

jev-laya-benchmark

EnesDemir143

Benchmarks TypeSafe Jev and Laya-MLX on structured issue classification

1·GitHub repo

laya-learning-demo

Daryl9441

A runnable tutorial teaches Laya decision primitives, routing, fine-tuning, and comparison with Jev

1·GitHub repo

layaAsRagJudge

vishalmysore

Verifies RAG claims in the browser using Laya decisions and evaluates accuracy against labeled claims

1·GitHub repo

laya-cuda

adamjen

Benchmarks Laya typed-decision checkpoints with a CUDA backend on NVIDIA GPUs

1·GitHub repo

laya-exp

changtimwu

Experiments comparing an MLX Laya port with Jev and a TypeSafe-compatible Laya client

1·GitHub repo

laya-lab

Alevsk

Runs Laya locally with reproducible scenarios that explore its capabilities on Apple Silicon

1·GitHub repo

laya-inference-engine

aaditagrawal

Provides a GPU inference engine and performance modes for Laya on NVIDIA Blackwell

1·GitHub repo

verdict

Manavarya09

Provides calibrated zero-shot and fine-tuned typed decision models as an alternative to Jev

1·GitHub repo

kime

tamnd

A Rust inference engine and HTTP server runs Laya checkpoints across CPU, CUDA, and Apple GPUs

1·GitHub repo

laya-vs-dijkstra

antonellof

Compares Laya MLX pathfinding decisions with Dijkstra on seeded weighted mazes

1·GitHub repo

laya-mlx-zh

ZLHAOOO

Provides Chinese fine-tuned Laya weights, training data, and evaluations for Apple Silicon MLX

1·GitHub repo
C

extra-laya-bench-ft-data

cjdd3b

Provides additional data for Laya benchmark fine-tuning

0·HF dataset
P

laya-formatting-fragility

pranaysuyash

Measures how formatting changes affect typed-decision model outputs

0·HF dataset
J

next-jev-laya-test

JonesLin

Provides multilingual evaluation data for testing Jev and Laya across text-classification tasks

0·HF dataset
G

laya-onnx-bench

gdelatournelle

Provides a reproducible evaluation set for Laya's ONNX decision backend

0·HF dataset

laya-rs

codesoda

A planned Rust runtime for local Laya decisions with Metal acceleration and a Jev-compatible HTTP API

0·GitHub repo

Laya-vs-Jev

abcdmku

A side-by-side test bench compares the local Laya model with the hosted Jev API

0·GitHub repo

laya-blackjack

adambloebaum

Trains and evaluates a Laya-based blackjack policy with a simulator and probability dashboard

0·GitHub repo

laya-car-snake

KarimHFahmy

Uses Laya to choose safe moves in a car-and-trailer grid game

0·GitHub repo

laya-warehouse-safety

senthilr-nv

Simulates warehouse robot decisions using Laya, with a browser replay and deterministic collision-safety layer

0·GitHub repo

laya-rlcd-benchmark

mourad-ghafiri

Evaluates the multilingual Laya model on adversarial decision-making scenarios

0·GitHub repo

More ways to use Laya