jev-visual
jev-visual is An educational Jev-like visual inference experiment on Apple Silicon: shared context, direct candidate scoring, and local visual demos. - hr98w/jev-visual. It is ranked #1065 on the AI Radar, in AI infra & evals, first seen 1 h ago and shared in 1 post (1k views).
GitHub - hr98w/jev-visual: An educational Jev-like visual inference experiment on Apple Silicon: shared context, direct candidate scoring, and local visual demos. · GitHub Skip to content Navigation Menu Sign in Appearance settings Search / Sign in Sign up Appearance settings You signed in with another tab or window. Reload to refresh your session. You signed out in another tab or window. Reload to refresh your session. You switched accounts on another tab or window. Reload to refresh your session. Dismiss alert {{ message }} hr98w / jev-visual Public Notifications You must be signed in to change notification settings Fork 25 Star 252 main…
What people said about jev-visual on X
让小模型看一张图回答一串选择题，常见做法是让它输出 JSON，可问题一多格式就开始出错，代码那头直接解析失败。 jev-visual 换了个思路，参考 TypeSafe 家 Jev 的做法，不让模型生成文字，而是给每个候选答案直接打分，挑分最高的那个。 它是个在 Apple 芯片 Mac 上跑的学习项目，模型用 0.8B 的 Qwen3.5。同一张图一次能问 1 到 64 个问题，选项题、是非题、分等级打分都行。 图片和上下文只算一遍，各个问题共用。作者在 M4 上测了 64 个问题，每个问题单独算要 37.30 秒，共用之后 2.40 秒。 GitHub：http://github.com/hr98w/jev-visual…
— @GitHub_Daily, 1 h ago · 1 likes · see the post
Alternatives to jev-visual
- Built to power AI innovators — Prompts to get started available in the blog
- Ling-3.0-flash-Fin — 🚀 ZDTaichu5.0-9B is now on ModelScope! 🤖
- classifier.dev — now outperforms jev and is free
- StepFun Open Platform — Step API · Stable · High-Performance · Easy Integration. Leading models and tools to accelerate the deployment of your…
- glm-5.3-flash-exl3-2x-dgx-sparks — GLM-5.3 Flash EXL3 for 2-4x DGX Sparks. Contribute to MiaAI-Lab/GLM-5.3-Flash-EXL3-2x-DGX-Sparks development by…
- halo — Star us on GitHub
jev-visual in numbers
- Rank on the AI Radar: #1065 of 1849
- Shared in 1 post by 1 account: @GitHub_Daily
- 1k views on those posts
- First seen 1 h ago, last shared 1 h ago
- Pricing seen by Jev: open source
- Market: AI infra & evals
FAQ
What is jev-visual?
An educational Jev-like visual inference experiment on Apple Silicon: shared context, direct candidate scoring, and local visual demos. - hr98w/jev-visual It was first shared on X 1 h ago and is ranked #1065 on the AI Radar.
Is jev-visual free?
It is open source.
Who shared jev-visual?
1 account on X, including @GitHub_Daily, in 1 post totalling 1k views.
Every post is read and classified by Jev (TypeSafe): what it is, which market it belongs to, and whether the link is a real tool. 44.4k posts from 5k X accounts over the last 14 days, 1.8k tools, 19 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-23 14:57 UTC. Full method.