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English(EN) Cloudflare Just Shipped Two Decision Models. I Raced Them Against Jev (On OpenRouter)

Cloudflare 发布开源决策模型 Clef 和 Clef-flash

Cloudflare 发布了两个开源决策模型 Clef 和 Clef-flash,用于分类和选择等任务,无需生成文本。这两个模型分别基于 Qwen3.8-27B 和 Qwen3.5-9B 构建,兼容 Jev API,可在 OpenRouter 和 Hugging Face 上获取。初步测试表明,Clef 模型比 Jev 更快,但在更复杂的推理任务上 Jev 表现更好。 AI

影响 这些专门的决策模型可以为分类和基于选择的 AI 任务提供更高效、更具成本效益的解决方案。

排序理由 Cloudflare 发布了新模型,但它们是专门的决策模型,而不是通用前沿模型。

在 dev.to — LLM tag 阅读 →

AI 生成摘要 · Google Gemini · 来自 1 个来源。 我们如何撰写摘要 →

Cloudflare 发布开源决策模型 Clef 和 Clef-flash

本文如何被排名

Signal score
11 / 100
Composite score across the factors below. Higher = stronger signal that this story matters right now.
Newsworthiness bucket
Tool
Cloudflare 发布了新模型,但它们是专门的决策模型,而不是通用前沿模型。
Source corroboration
Single-source cluster
Only one publisher covered this so far. Single-source stories can still rank when the publisher is high-authority, but they lack cross-source corroboration.
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
Breaking (< 6h)
Fresh story with cross-source coverage still developing. Ranking may shift as more sources report.

完整方法见我们的编辑标准。

报道来源 [1]

  1. dev.to — LLM tag TIER_1 English(EN) · TheRabbitHole ·

    Cloudflare 刚刚发布了两个决策模型。我在 OpenRouter 上将它们与 Jev 进行了比赛

    <p>&nbsp;A lot of AI calls these days don't really need to write anything. They just need to pick: which category, which passage, yes or no.</p> <p>But most of us still use a chat model for that. We pay it to generate a paragraph, then parse out the one word we wanted.</p> <p>Dec…