{"type":"post","id":"decision-models-in-hugging-face-f020e5","slug":"decision-models-in-hugging-face-f020e5","title":"Decision Models in Hugging Face","description":"Hugging Face’s technical article describes decision models: systems that evaluate a state against application-defined questions and answer options, returning structured decisions with probabilities rather than generating prose.","retrieval_nugget":"Hugging Face’s technical article describes decision models: systems that evaluate a state against application-defined questions and answer options, returning structured decisions with probabilities rather than generating prose. The article also outlines ways to serve, discover, and train them in the Hugging Face ecosystem, making a distinct interface available to builders of routing and evaluation workflows.","published_at":"2026-11-10","updated_at":"2026-11-10","record_date":"2026-11-10","date_kind":"published_at","topics":["models"],"entities":["Hugging Face","Transformers","llama.cpp","GEV-26B-Decide","Jev","Decider","Clef","Liquid d1"],"related_patterns":["model-answers-become-task-interfaces"],"novelty_label":"new_fact","what_changed":"Hugging Face introduces decision-model tooling, including options to serve models with Transformers or llama.cpp, discover them on its Hub, and train them.","prior_refs":["https://newruntime.com/posts/how-to-use-decision-models-for-evals-this-cdc2f3/"],"source_url":"https://huggingface.co/blog/decision","source_urls":["https://huggingface.co/blog/decision"],"schema_version":"newruntime-agent-readable-v0.2","stable_id":"post:decision-models-in-hugging-face-f020e5","status":"published","visuals":[],"editor":{"role":"editor","name":"Andrey Reshetnikov","profile":"https://newruntime.com/owner-profile.md","profile_json":"https://newruntime.com/owner-profile.json","same_as":["https://www.linkedin.com/in/reshetnikov1/","https://t.me/lapetuse"]},"routes":{"html":"https://newruntime.com/posts/decision-models-in-hugging-face-f020e5/","markdown":"https://newruntime.com/posts/decision-models-in-hugging-face-f020e5.md","json":"https://newruntime.com/posts/decision-models-in-hugging-face-f020e5.json"},"markdown_url":"https://newruntime.com/posts/decision-models-in-hugging-face-f020e5.md","next_reads":[{"type":"topic","path":"/topics/models/","url":"https://newruntime.com/topics/models/","title":"Models","reason":"Explore the models topic hub.","media_type":"text/html","markdown_url":"https://newruntime.com/topics/models.md","json_url":"https://newruntime.com/topics/models.json"},{"type":"collection","path":"/posts/","url":"https://newruntime.com/posts/","title":"Field Notes","reason":"Open the latest editorial analysis.","media_type":"text/html","json_url":"https://newruntime.com/posts.json"},{"type":"collection","path":"/sources/","url":"https://newruntime.com/sources/","title":"Sources","reason":"See the original sources this archive cites.","media_type":"text/html"}]}