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luce: a recipe for calibrated decision models

scienthoon/luce

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luce: a recipe for calibrated decision models — a sentence about your task in, a small model that answers typed questions. See Jev references and source code.

Repository description: Luce: a recipe for calibrated decision models — a sentence about your task in, a small model that answers typed questions with honest probabilities out (init → synth → train → eval → serve)

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Apache-2.0 · Python · updated 2026-09-22 · 7 ★ · Evidence checked Sep 29, 2026

What you can build with it

Evaluation & benchmarks

Get started

Clone the repository and follow its README for install and usage. JevHunt has not run this project.

git clone https://github.com/scienthoon/luce.git

Open the README ↗

Project facts

Relationship to Jev
Research
Evidence
Documented
Language
Python
License
Apache-2.0
Origin
Original repository
Repository status
Not archived
Created
2026-09-20
Last code update
2026-09-22
GitHub stars
7
Evidence checked
Sep 29, 2026
Metadata checked
Sep 29, 2026
Check status
Up to date

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Evidence and scope

Documented records the linked documentation or source. JevHunt has not independently run or benchmarked this project.

Three question types, same as TypeSafe's Jev interface: **Choice** (one of N options), **Score** (an ordered scale), **Noul** (a statement is true or false).

Evidence commit: bda3d21cdb537ae99662fdba275adc450e90f455

Discovered through: typesafe-field-guide.

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