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Category
Developer Tools
Rank
No. 2857Tools index
Pricing
Open Source
Type
TOOL
Date

About

cbjev computes typed decisions (choice, score, or null) about a block of text or JSON state from a single encoder pass, letting multiple questions about the same document share one encoding. It's a self-hosted, faster, and better-calibrated successor to the author's earlier Laya model, and is wire-compatible with Jev.

Why it made the leaderboard

Gives engineers a faster, self-hosted way to extract structured choice/score decisions from text without paying per-question for a hosted classifier API or re-encoding the same document repeatedly.

Tags

nlptext-classificationencoderself-hostedml

Tech Stack

Python

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Editorially curated, with community endorsements as a secondary signal. Corrections welcome.

cbjev | VibeLeaderboard