# Hugging Face explains decision models that return probabilities over predefined answers

> Original title: Decision Models in Hugging Face

- Source: Hugging Face Blog
- Published: 2026-11-10T00:00:00.000Z
- Bad Influence: https://badinfluence.news/items/a1decdmf502pt25zpwuga0xtr
- Original: https://huggingface.co/blog/decision

## Summary

Hugging Face explains decision models, which take a state and predefined questions and return probability distributions over the allowed answers without generating text. The post contrasts them with LLMs that output JSON, citing schema violations and generation overhead, and with classifiers that have fixed label heads.