kev

LoRA adapter and readout head on Qwen2.5-0.5B that answers many typed questions in one prefill; trains in under two hours on a MacBook, held-out ECE 0.065, speaks the TypeSafe wire format.

Open on GitHub Entry 261 in the readme

Details

Section: Open models and replicas
owner: jaredpalmer
stars: 711
forks: 41
pushed: 2026-09-20
Language: Python
License: Apache-2.0

What it is

Form: Library or SDK
Host agent: Standalone
Audience: App developers

Maturity

Docs

reports measured numbers

Useful for

Playgrounds and demos0.87

Open-model replicas0.84

SDK or client library0.83

Best intent matches

run Jev on open models without the vendor0.89

benchmark or calibrate Jev0.85

compare Jev with an LLM0.84

learn how Jev works0.78

review code or pull requests0.77

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