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Cloudflare releases Clef and Clef-flash decision models under Apache 2.0

Event: · Published:

On October 1, 2026, Cloudflare released Clef and Clef-flash, the first models trained by its Workers AI team. They are decision models: given a state and a set of typed questions, they return a probability for each allowed answer, so an agent can classify or route a task. Clef is post-trained from Qwen3.8-27B and Clef-flash from Qwen3.5-9B. The weights are on Hugging Face under the Apache 2.0 license, and both models are also hosted on Workers AI. Cloudflare also announced reinforcement-learning fine-tuning of Clef for customers, offered for now as a hands-on service with its forward-deployed engineers.123

Sources

  1. 1.
  2. 2.
    Cloudflare/clef model card (external site: huggingface.co)

    Cloudflare (Hugging Face) · Model card · accessed Oct 1, 2026

  3. 3.
    Cloudflare/clef-flash model card (external site: huggingface.co)

    Cloudflare (Hugging Face) · Model card · accessed Oct 1, 2026

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USASI. (2026, October 1). Cloudflare releases Clef and Clef-flash decision models under Apache 2.0. United States of America Superintelligence. https://unitedstatesofamericasuperintelligence.com/news/cloudflare-releases-clef-decision-models/

BibTeX

@misc{usasi_news_cloudflare_releases_clef_decision_models,
  author = {{USASI}},
  title = {Cloudflare releases Clef and Clef-flash decision models under Apache 2.0},
  year = {2026},
  month = oct,
  howpublished = {\url{https://unitedstatesofamericasuperintelligence.com/news/cloudflare-releases-clef-decision-models/}},
  note = {United States of America Superintelligence. Last updated 2026-10-01}
}

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