Cloudflare发布开源Clef模型，加速AI代理决策

作者 PulseAugur 编辑部 · [9 个来源] · 2026-09-30 21:15

Cloudflare发布了两款新的开源模型Clef和Clef-flash，专为AI代理决策而设计。这些模型基于Qwen，并针对速度进行了优化，Clef-flash能够在大约39毫秒内完成分类。与传统的生成模型不同，Clef和Clef-flash从预定义集合中选择响应并分配概率，使其成为自主代理工作流的更快替代方案。 AI

影响这些模型提供了比生成式AI更快、更侧重决策的替代方案，有可能加速自主代理工作流。

排序理由该集群描述了AI领域的重要实体Cloudflare发布新开源模型。

在 Hugging Face Trending Models 阅读 →

AI 生成摘要 · Google Gemini · 来自 9 个来源。我们如何撰写摘要 →

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Signal score: 0 / 100; Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket: Frontier Release; 该集群描述了AI领域的重要实体Cloudflare发布新开源模型。
Source corroboration: 9 independent sources; Strong cross-source corroboration — multiple independent publishers covered this within the clustering window.
Topics: model release, product; Editorial topic classification. Feeds into how the story surfaces on /topic/<slug> hub pages and into the per-entity coverage mix.
AI-industry relevance: High; Clearly on-topic for AI-industry coverage.
Story freshness: 7 days old; Aged out of breaking-news scoring windows; ranking reflects the durable signal from the full source set.
Coverage growth since scoring: +4 source(s) since last score; New sources have picked up this story since our last re-score. Score will update on the next scoring pass.

完整方法见我们的编辑标准。

报道来源 [9]

Hugging Face Trending Models TIER_1 English(EN) · Cloudflare · 2026-09-30 21:15

Cloudflare/clef-flash

image-text-to-text · 18 downloads · 97 likes
Hugging Face Trending Models TIER_1 Română(RO) · Cloudflare · 2026-09-30 21:15

Cloudflare/clef

image-text-to-text · 18 downloads · 181 likes
Towards AI TIER_1 English(EN) · Muhammad Soliman · 2026-10-06 03:32

Cloudflare Clef 系统中最重要的数字不是 38.8 毫秒 — Jev 与 Laya 对比

<div class="medium-feed-item"><p class="medium-feed-image"><a href="https://pub.towardsai.net/the-number-that-matters-in-cloudflares-clef-system-one-model-isn-t-38-8-ms-jev-and-laya-compared-72a5b5fd4476?source=rss----98111c9905da---4"><img src="https://cdn-images-1.medium.com/ma…
The Register — AI TIER_1 English(EN) · 2026-10-01 20:39

Cloudflare 尝试通过开源 Clef 模型超越 Jev

Sure, it costs more, but it can handle images and video and it's available on Hugging Face if you have the hardware horsepower to run it locally
dev.to — LLM tag TIER_1 English(EN) · M Hossein · 2026-10-06 00:29

生成后决策：使用 Cloudflare Clef 作为决策层

<p>Most LLM pipelines have one model do two jobs: write the answer, then judge whether it's good. Those are different problems. Writing is open-ended. Judging is a bounded choice: supported or not, safe or not, ship or not.</p> <p><a href="https://developers.cloudflare.com/worker…
Mastodon — mastodon.social TIER_1 English(EN) · [email protected] · 2026-10-04 19:50

RE: https:// techhub.social/@mmornati/11738 4271394614955 新帖子：Cloudflare 发布了 Clef 和 Clef-flash，这是支持 Jev API 的开放式决策模型。我运行了 Cl

RE: https:// techhub.social/@mmornati/11738 4271394614955 New post: Cloudflare released Clef and Clef-flash, open decision models that speak Jev's API. I ran Clef-flash (9B, MLX 4-bit) through my system-one-router benchmark on a 16 GB M4. ✅ 90% topic accuracy (Jev 89%), 76% on ri…

链接 blog.mornati.net/clef-flash-vs-jev-cloudf…
Mastodon — mastodon.social TIER_1 English(EN) · opensourceaitech · 2026-10-04 09:00

Cloudflare/clef 发展迅速 — 一个拥有宽松 Apache-2.0 许可证的图像-文本到文本模型每月下载量达 2.6k。https:// olud.ai/#leaderboard

Cloudflare/clef is picking up fast — 2.6k monthly downloads from an image-text-to-text model with a permissive Apache-2.0 license. https:// olud.ai/#leaderboard # OpenSource # AI # HuggingFace

链接 olud.ai
Mastodon — mastodon.social TIER_1 Deutsch(DE) · aisyndicate · 2026-10-03 06:10

Cloudflare推出Clef和Clef-flash，基于Qwen的Apache-2.0模型，用于AI代理决策。Clef-flash分类速度约为39毫秒，满足延迟要求

Cloudflare stellt Clef und Clef-flash vor, Apache-2.0-Modelle auf Qwen-Basis für KI-Agenten-Entscheidungen. Clef-flash klassifiziert in ~39ms, was Latenz-Anforderungen für autonome Agenten-Workflows adressiert. https:// the-decoder.de/cloudflare-will -mit-clef-ki-agenten-befaehig…

链接 the-decoder.de/cloudflare-will-mit-clef-k…
Mastodon — mastodon.social TIER_1 Polski(PL) · aisight · 2026-10-02 18:36

Clef 和 Clef-flash 不生成自由文本，而是从预定义集合中选择答案并为其分配概率。Cloudflare 定位

Clef i Clef-flash nie generują swobodnego tekstu, lecz wybierają odpowiedzi ze zdefiniowanego zestawu i przypisują im prawdopodobieństwa. Cloudflare pozycjonuje je jako szybszą alternatywę dla modelu Jev. # si # ai # sztucznainteligencja # wiadomości # informacje # technologia ht…

链接 aisight.pl/…/cloudflare-clef-modele-decyz… aisight.pl/…/cloudflare-ciecia-ai

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