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Classify · Released Sep 2026

Cloudflare Clef 27B

Cloudflare's open-source 27B decision model, fine-tuned from Qwen3.8 27B to turn a state and a schema of typed questions into decisions.

Clef 27B is a cloud decision model from Cloudflare. It reads a piece of text and answers typed questions about it, such as a choice between labels, a yes or no, or a score on a scale, with a probability for every option instead of written text. It reads up to 66K input tokens per request. It runs through OpenRouter using your own API key, from $0.24 per million input tokens. It also runs on your own hardware through Ollama, with no API key and no per-use fees.

Modality
Classify
Available on
Model ID
cloudflare/clefollama:clef:27b
Supported OS
macOSWindowsLinux
Minimum machine configuration
32 GB+ RAM · text · GPU recommended
Download size · ~18 GB
Specs
Released
Sep 2026
Pricing
$0.24 / 1M in · $0.00 / 1M out
Answers
Choice, yes/no, score
Context window
66K in
Samples

Examples

Answered by Clef 27B via OpenRouter. A decision model returns probabilities, not prose, so each card shows how sure it was about every option. The same four questions run against every Classify model in the catalog.

Ticket triageChoice

Hi, I was charged twice for my March subscription. Can you refund the duplicate payment before the end of the week?

Which team should handle this support ticket?

  • Payments, invoices and refunds99%
  • Errors or broken features in the product0%
  • Login, passwords and account settings0%
  • Plans, pricing questions and upgrades0%
Prompt routingChoice

海辺のカフェの写実的な写真、夕暮れ、35mmフィルム風

What kind of image does this prompt ask for? It can be in any language.

  • A logo or brand mark0%
  • A photorealistic shot98%
  • Drawn, painted or stylised art1%
  • Anything else1%
Request or questionYes / no

What is a vector database, and when would a small team need one? I'm not asking you to build anything yet.

Does this message ask the assistant to create or generate something?

  • Yes: it asks for something to be made1%
  • No: it asks a question or wants an explanation99%
UrgencyScore

Checkout has returned an error for every customer since 9am and we are losing orders. Please look now.

How urgent is this message?

Score 2.97 on a 0 to 3 scale
  • Can wait for the next release0%
  • Should be handled this week0%
  • Should be handled today1%
  • Needs attention right now98%
About the creator

Cloudflare

Cloudflare runs a global developer platform and releases open models, including the Clef decision models fine-tuned from Qwen.

www.cloudflare.com ↗
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