jeff

A self-hosted drop-in replacement for TypeSafe's jev, powered by GliFormer.

How it uses Jev

A self-hosted implementation of TypeSafe's jev System One API, powered by GLiFormer (400M parameters). Use the official typesafe-sdk by pointing TYPESAFE BASE URL at jeff.

Getting started

Requires uv and Python 3.12. Run from the repository root:

Source: community catalog. Details and metrics reflect the published community snapshot and are not a performance endorsement. Documentation details extracted from GitHub · the README.

Keep exploring

Similar to jeff

Browse all
lichen project preview
Applications
A local, API-compatible replacement for Jev, TypeSafe's System One model
laya-server (1Panel-dev) project preview
A self-hosted API and web interface for Laya’s structured decision models, compatible with the TypeSafe Jev API format.
traderai project preview
Applications
Self-hosted AI trading intelligence platform - scoring engine, two-model AI analyst (Claude + TypeSafe Jev), risk engine, discipline guardian, backtester, React dashboard
System One adapter (Python) project preview
Official drop-in TypeSafeClient replacement backed by OpenAI, Anthropic, and compatible LLM APIs, for comparing Jev against chat models.
wev project preview
Browser & computer use
Local, open-weights decision model for browser agents: a drop-in for System One / Jev requests
jev-bot project preview
Benchmarks & research
Self-hosted Jev decision workbench and Feishu bot: automatic choices, probabilities, and experimental word/character writing.
von project preview
Jev alternatives & open source
The open-source System One decision model. Sub-15ms, non-autoregressive, local drop-in alternative to TypeSafe Jev.
jev-skill-selection project preview
Agent tooling
Pre-message hook: use TypeSafe Jev to keep/drop skills and shrink agent context
Loki project preview
Integrations
Self-improving agent harness with an optional TypeSafe Jev companion for typed Choice, Score, and Noul judgments.