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llama.cpp server adds support for decision models through a /v1/systemone endpoint

Event: · Published:

On October 2, 2026 the ggml team announced on the Hugging Face blog that the llama.cpp server now supports decision models through a new /v1/systemone endpoint. Decision models score the options a caller supplies instead of generating text. The pull request that adds the endpoint (#29818) was merged into the llama.cpp repository the same day; it describes these models as wrappers around existing embedding-model architectures and adds a decision head and server handling for them. The announcement lists six supported models (Julia-1, Laya, Kev-4B, lev, OpenJev, and Clef), while the pull request itself covers five of them and lists Clef support as a planned follow-up.12

Sources

  1. 1.
    New in llama.cpp: Decision Models (external site: huggingface.co)

    ggml-org (Hugging Face) · Announcement · published Oct 2, 2026 · accessed Oct 5, 2026

  2. 2.
    llama, server: add /v1/systemone API (ggml-org/llama.cpp pull request #29818) (external site: github.com)

    ggml-org · Repository · published Oct 2, 2026 · accessed Oct 5, 2026

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APA style

USASI. (2026, October 5). llama.cpp server adds support for decision models through a /v1/systemone endpoint. United States of America Superintelligence. https://unitedstatesofamericasuperintelligence.com/news/llama-cpp-server-adds-decision-model-support/

BibTeX

@misc{usasi_news_llama_cpp_server_adds_decision_model_support,
  author = {{USASI}},
  title = {llama.cpp server adds support for decision models through a /v1/systemone endpoint},
  year = {2026},
  month = oct,
  howpublished = {\url{https://unitedstatesofamericasuperintelligence.com/news/llama-cpp-server-adds-decision-model-support/}},
  note = {United States of America Superintelligence. Last updated 2026-10-05}
}

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