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Where would a 144M yes/no model replace a 30B chat call in your stack?

This story is from 2026-10-07. It is preserved in the archive; the latest stories are on the live feed.

The newest local-LLM wave isn't another chat model — it's models that never write prose at all. "Decision models" (TypeSafe's Jev API shape, now served locally by both Ollama and llama.cpp) take a state plus typed questions and return a probability for every option in one forward pass. No parser, n…

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  1. 2026-10-07 16:53 · DEV Community — AI
    Where would a 144M yes/no model replace a 30B chat call in your stack?

More stories

  1. Jev: Decision Models on Trial — Cisco AI Blog
  2. Jev for beginners: how to use it and what to build — How I AI
  3. Introducing the Decisions API — OpenAI YouTube
  4. Qwen3.8-Flash-Next-Q8_0 running on a V100 @ 130Watts 32GB Vram and 128GB System Ram — r/LocalLLM
  5. A planted "P.S." fooled Jev, TypeSafe's new decision model. A boring rule caught it. — r/PromptEngineering
  6. New frontier AI models, TypeSafe’s Jev AI, & NASA’s IBM collab — Mixture of Experts (IBM)
  7. RPC: add `-sm tensor` by am17an · Pull Request #26610 · ggml-org/llama.cpp — r/LocalLLaMA
  8. 10 Jev Projects on GitHub You Should Check Out — Analytics Vidhya

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