Unverified50% confidenceFactExact time
The Jev interface has three types of probability distribution shapes: choice (nominal, mutually exclusive options with no order), score (ordinal, ordered options) and null (binary, yes/no questions).
1
Sources
50%
Confidence
Long-term
Relevance
10/27/2026
First Seen
Sources
Jev in Practice: A Decision Model That Replaces Token-by-Token Decoding with a Single Prefill
youtubefreeCodeCamp.org10/27/2026
Related Entities
Related Claims
VerifiedJev offers three question types: Select, Score, and Null/Bool, with each response accompanied by a confidence value.80% similarUnverifiedDiffusionGemma-Jev supports three question formats: yes/no questions, multiple-choice questions, and scoring questions.72% similarUnverifiedThe protocol defines three question types: choice selects from named options and returns confidence and distribution; noul judges whether a proposition is true or false and returns P(true); score locates a position on an ordered scale and returns the expected level and distribution.68% similarUnverifiedd1-ultra supports three question types: Boolean (yes/no probability), Choice (closed-set multi-class classification), and Score (ordinal regression / ordered scale scoring).68% similarUnverifiedJev works by having users predefine the set of allowed answers, and Jev returns a label, a score, or a yes/no probability value.67% similar
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