🔥速码:Jev 要排队、要付费、还闭源!开源加强版 Laya 已经能在消费级 GPU 上把它打穿!


This is a dev post classified by Jev as AI dev tools (a tool drop), kept by the Dev Radar because it carries real work, not commentary.
🔥速码:Jev 要排队、要付费、还闭源!开源加强版 Laya 已经能在消费级 GPU 上把它打穿! 421M 非自回归决策模型,一次前向传播出结果,不写字、不幻觉、不解析 JSON。 核心亮点: 🔹单题约 33ms,比 Jev 快 6–10 倍 🔹typed-decisions 准确率 0.766 > Jev 0.727 🔹校准更好:ECE 0.081 vs 0.246 🔹支持 choice / score / noul 三种判断 🔹100+ 语言,Apache 2.0,本地跑 $0 🔹50% 自动放行时准确率约 92% 操作步骤: 1️⃣pip install laya 2️⃣agent = laya.load("convaiinnovations/laya") 3️⃣agent.predict(state, questions) 把邮件/工单丢进去,同时问:该分给谁、多紧急、会不会流失。一次返回带概率的答案。 生产建议用 laya-typed-decisions,多语言走 Router()。 模型:http://huggingface.co/convaiinnovations/laya 演示:http://huggingface.co/spaces/convaiinnovations/laya-demo #Laya #Jev #SystemOne #开源AI #决策
Posted by SuSu_酥酥👅 (15.6k followers) 1 days ago · 297 likes · 50.8k views · view the original post on X. Kept by the Dev Radar as AI dev tools. Tools mentioned: laya, laya-demo.
More dev work like this
- 架构设计: — @mylifcc
- Multi-agent prototypes stall when orchestration becomes the project. — @DanKornas
- Rebuilding a site you own shouldn’t mean starting from a blank Next.js app. — @DanKornas
- NVIDIA wants coding agents to stop wasting tokens on repeated work. — @agenticgirl
- Runs 69 product management skills and 42 workflows in Claude Code and Cowork. — @tom_doerr
- Zai bros just opensourced their ZCode harness 🔥🔥 — @zainhas
- Your AI agents keep rediscovering work. This repo gives them a shared folder. — @DanKornas
- We made an easy image loader for Qwen Image 2.1. Now you can generate your images on the… — @Blackfrost_AI
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. 17.6k posts from 4.9k X accounts over the last 21 days, 2k tools, 12 markets. Collected every 5 minutes, fully re-ranked every hour — last update 2026-09-21 02:20 UTC. Full method.