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כתבה MarkTechPost ·

Cloudflare משחררת Clef ו-Clef-flash

Cloudflare Releases Clef and Clef-flash: Open-Weight Decision Models That Return Typed Probabilities Instead of Text
Cloudflare השיקה את Clef ו-Clef-flash, מודלים פתוחים המחזירים הסתברויות מטיפוסיות. המודלים מאפשרים תשובות לשאלות מוגדרות מראש. Clef ו-Clef-flash מבוססים על Qwen3.8-27B ו-Qwen3.5-9B.
תקציר מקורי באנגליתCloudflare has released Clef and Clef-flash , the first models trained by its Workers AI team. They are decision models, not chatbots. Each reads an input state and a schema of typed questions. It returns a probability for every allowed answer, with no free-form text. Both are open-weight under Apache 2.0 and compatible with TypeSafe AI’s Jev API. Is it deployable? Yes, Both models run today on Workers AI , and the weights are on Hugging Face for self-hosting. What a Decision Model Does An LLM generates tokens one at a time, and its output still needs parsing. A decision model only answers a fixed set of questions about an input. Clef supports 3 question types: noul : yes/no, returns the probability of yes. choice : picks 1 named option, with per-option probabilities and a confidence
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