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[ARTICLE · art-159475] src=zenmux.ai ↗ pub= topic=artificial-intelligence verified=true sentiment=↑ positive

New Model Available: Cloudflare: Clef

Cloudflare released Clef, an open-source 27B multimodal decision model fine-tuned from Qwen3.8-27B and served on Workers AI, which converts a text or structured JSON state plus a schema of typed questions into a calibrated probability for every allowed option in a single forward pass rather than generating tokens. Clef is aimed at classification, routing, scoring, guardrails and agentic control flow through the Decisions API. Cloudflare notes that Workers AI currently truncates long text state to roughly the first 2K tokens, so content beyond that is not read, while images are counted separately.

read1 min views2 publishedOct 28, 2026
New Model Available: Cloudflare: Clef
Image: Zenmux (auto-discovered)

Clef is Cloudflare's open-source 27B multimodal decision model, a fine-tune of Qwen3.8-27B served on Workers AI. It turns a state (text or structured JSON) plus a schema of typed questions into decisions, returning a calibrated probability for every allowed option of every question in a single forward pass instead of generating tokens. Use it for classification, routing, scoring, guardrails, and agentic control flow through the Decisions API. Note: Workers AI currently truncates long text state to roughly the first 2K tokens, so content beyond that is not read; images are counted separately.

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Uptime #

24hours Direct request success rate on AI Gateway and per-provider.

Latency #

24hours P50 whole response time on live AI Gateway traffic, in milliseconds.

Activity #

Token volume and request traffic to this model over time.

Benchmarks #

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Metrics sourced fromArtificial Analysis

Apps #

Public apps that send the most traffic to this model. Good signal for what real production workloads look like — and a hint at which use cases this model is best suited for. View All

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