kev GitHub avatar by jaredpalmer

jaredpalmer /

High-Frequency & Simulation

kev

Tiny Jev-like decision head built atop Qwen2.5-0.5B that can be trained and run locally on Apple Silicon MacBooks.

GitHub
31021
License: Apache-2.0Language: PythonLast push: 9/18/2026#evaluation-benchmarks#typed-decisions

What Jev Does in this Architecture

Attaches a parallel decision head to an open 0.5B model to answer discrete questions directly from token activations.

Key Architecture Benefit

Runs entirely offline on edge hardware with minimal memory footprint, offering an accessible base for custom judgment modeling.

Reviewed Source Code Evidence

Verified fixed-commit source files demonstrating genuine Jev integration:

Review & Benchmark Note: Source code verified against pinned commit. Complete training and evaluation pipeline; limited parameter capacity restricts multi-hop reasoning.
Clone Repository
git clone https://github.com/jaredpalmer/kev.git

Inspect on GitHub

Check out the upstream repository README, issues, and commit log.

jaredpalmer/kev

Architecture Category

High-Frequency & Simulation

Low-latency game AI, real-time simulation, and high-frequency branch evaluation.

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