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 272 in the readme

Details

Section: Open models and replicas
owner: jaredpalmer
stars: 9,815
forks: 670
pushed: 2026-11-03
Language: Python
License: Apache-2.0

What it is

Form: Proxy or service
Host agent: Standalone
Audience: App developers

Maturity

Docs

reports measured numberslooks like a template

Useful for

SDK or client library0.90

Open-model replicas0.88

Benchmarks and evals0.83

Best intent matches

run Jev on open models without the vendor0.88

benchmark or calibrate Jev0.85

compare Jev with an LLM0.84

score or rank candidates in a pipeline0.84

classify support tickets or messages0.82

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