Jev.aitools.fyi

Command Palette

Search for a command to run...

Python4 starsUpdated 2026-09-18

typesafe-local

Inspired by TypeSafe Ai, Ask a local LLM typed questions, get calibrated probabilities instead of text.

What it does

Inspired by TypeSafe Ai, Ask a local LLM typed questions, get calibrated probabilities instead of text. Structured output without generation or parsing. MLX / Apple Silicon. Numbers, harnesses, and comparisons you can rerun on your hardware instead of trusting a screenshot.

Tags in the wild: benchmarks, eval. The repo has install steps, env vars, and recent commits if you are deciding whether to depend on it.

Related products

Hand-picked neighbors with rich profiles or overlapping tags.

IntegrationsTypeScript5,253
DemoFeatured
Vercel's agent framework with Jev wired into the experimental evaluate path, so scoring stays typed.
integrationsagentseval
BenchmarksPython4,785
DemoFeatured
Semantic ifs on a home 3090: open models doing structured branches without pretending to be TypeSafe.
benchmarksopen-sourceself-hosted
BenchmarksPython851
Featured
Train a small model that chooses among a changing list of text options, one probability per option in a single pass.

by @hhkkmon

benchmarksgame
IntegrationsTypeScript796
DemoFeatured
Vercel Labs terminal CLI that can point evaluate at Jev instead of another vibes-based judge.
integrationseval
By Rishit