Decision models, explained
Models that classify text, choose between allowed answers or guide a next action. This page lists 5 decision models; the latest additions are JEV-35B, Julia-1 and Laya. Open any project to see what it lets you do, what its creator says you need and its original source.
Projects to explore
- Laya Turn support tickets into clear decisions
A small model built to make decisions rather than write text.
- JEV-35B Rank news and search results with a decision model
JEV-35B evaluates up to 256 options in one pass.
- CLM-v0.1-8B Score and rank AI agent actions instead of generating text
CLM-v0.1-8B is an 8-billion-parameter model that scores choices, such as which action an AI agent should take next, instead of writing text.
- Julia-1 A tiny $104-trained model that answers multiple-choice questions
Julia-1 is a 144-million-parameter decision model, tiny beside the big chat models, that takes background context, a question and a list of possible answers, then picks the right one.
- openjev Score whether one statement follows from another, in any task
A cross-encoder — a model that reads two pieces of text together and judges their relationship — built by further training Qwen3.5.
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