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LiveUpdated 2026-09-21 02:20 UTC

laya-demo

laya-demo — Fast System 1 decisions with calibrated probabilities

laya-demo is Fast System 1 decisions with calibrated probabilities. It is ranked #347 on the Dev Radar, in AI dev tools, first seen 1 days ago and shared in 1 post (50.8k views).

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Laya Demo - a Hugging Face Space by convaiinnovations Spaces convaiinnovations / laya-demo Like 76 Agents Running on Zero Get PRO App Files Files Community Fetching metadata from the HF Docker repository... Refreshing

What people said about laya-demo on X

🔥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 =…

@NFT_Chen, 1 days ago · 297 likes · see the post

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FAQ

What is laya-demo?

Fast System 1 decisions with calibrated probabilities It was first shared on X 1 days ago and is ranked #347 on the Dev Radar.

Is laya-demo free?

Yes, it is free to use.

Who shared laya-demo?

1 account on X, including @NFT_Chen, in 1 post totalling 50.8k 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. 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.