Unverified50% confidenceFactExact time
Unsloth's decision models adopt the Jev style, enabling the model to make selections among given options and attach a confidence score to each option, rather than generating free text.
1
Sources
50%
Confidence
Long-term
Relevance
10/8/2026
First Seen
Sources
Related Entities
Related Claims
UnverifiedEach time Jev returns a decision, it attaches a confidence value, expressed as a number indicating how certain the model is in its judgment among the options.73% similarVerifiedJev is a type of front-end model called a 'System 1 model' — fast, cheap, and structured, designed specifically for decision-making; it does not generate text but instead returns probability scores within a predefined set of options.72% similarUnverifiedThe Jev model only makes three types of judgments: selecting one from options, giving a score, or outputting yes/no, and each judgment comes with a confidence level.72% similarVerifiedJEV is a decision model launched by TypeSafe71% similarUnverifiedJev is a general-purpose decision model, not a chat model, capable of making tens of thousands of decisions in parallel.70% similar
Cite This Claim
Stable URI
https://kongchang.com/claim/988464API
curl https://kongchang.com/api/v1/knowledge/claims/988464MCP
get_claim(id=988464)