Build High-Speed Decision Models with Jev and Prefill-Only Inference
Learn how to build high-speed decision models using Jev and Prefill-Only Inference with PyTorch, getting AI answers without generating text word by word.
THE JEV GUIDE · CURATED EDITION
Education.
Launch news, explanations, demos, and community projects around TypeSafe Jev, organized by topic. Every entry links back to its X source.
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6757curated posts
3414original videos
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Jev Course: Prefill-Only Inference & Decision Models from Scratch
A Jev course by Hong Kong Programming Society, covering how to build prefill-only inference and decision models from scratch. Link
David Rangel Passed the Jev AI Course on Platzi
The author shared on Twitter that they completed the Jev AI course on Platzi, with a link to the course certificate. Link
Jev AI and Laya Fundamentals Course Launched
KGP Talkie has released a new Udemy course covering Jev AI and Laya fundamentals, introducing decision AI for beginners. Link
Jev AI Fundamentals Course Now on Udemy
Laxmi Kant launched three new AI courses on Udemy, including 'Jev AI and Laya Fundamentals: Decision AI for Beginners', covering Jev AI basics for beginners. Link
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JEV Joins the Birthday Paradox Check
The post shows how Grok, Jev, and Opus 5.5 collaborated to check a bar-bet math trick: with just 23 people, the chance of a shared birthday is 50.7%. The process covers question, explanation, verification, simulation, and animation.
Use Jev to quickly check question bank JSONL for difficulty, quality, and duplicates
A developer shares a workflow where quiz JSONL generated by GPT is processed by Jev to instantly assess difficulty, quality, and duplication against 2,300 existing questions. They note AI still can't fully judge English word difficulty for Japanese learners, so human double-checking remains.
Learning Japanese with Open Source Jev
The author introduces using the open source Jev model (Kev) to highlight sentences and get recommended grammar lessons, balancing efficiency and comprehension.
Jev Sentence-to-Emoji: Learn Languages via Visual Association
Give any sentence and Jev picks related emojis for its words to aid language teaching through visual association. Built with Nuxt and one-shotted by Opus 5.5.
Jev to Kernels by Hand Teaching Session
Dr. Raj Abhijit Dandekar joins Professor Tom Yeh's 'AI by Hand' community to teach 'Jev to Kernels by Hand', tracing AI from first principles to GPU kernels by hand. The session is on Oct 9 at 9:30 PM IST. Link
Building Instant Interactive Math Lessons with Jev
The author is building a study tool that uses LLMs to generate interactive lessons and written quizzes, with instant feedback powered by Jev to speed up math learning.
Building an Active Recall Study App with Jev
A developer builds a personal study app that uses the Jev model to classify and grade answers, incorporating neuroscience methods like active recall and spaced repetition for better learning.
