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CalDec v1 - Fully Open Decision Model for Personal Assistants

Somebody just released a fully open-source, open-weights decision model that beats Jev! Just kidding, it's me and I this is my first time releasing a public model, recipe and dataset so I am looking forward to learning from the experience. Jev is indeed a very powerful and inexpensive model and obv…

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  1. 2026-10-02 13:06 · r/LocalLLaMA
    CalDec v1 - Fully Open Decision Model for Personal Assistants

More stories

  1. Cloudflare debuts open-weight multimodal decision models Clef and Clef-flash, claiming they are smarter and faster than Jev, based on Qwen3.8-27B and Qwen3.5-9B (Brandon Vigliarolo/The Register) — Techmeme
  2. I rebuilt a Jev-style classifier on Qwen3.5-4B: shared-prefix tree, open weights, fine-tunable, ~140 ms on one H100 — r/learnmachinelearning
  3. Mica v0.1 4B: open Jev-style decision model (yes/no, choice, score) that runs on an 8 GB GPU — trained for under $30 of GPU time — r/huggingface
  4. add GLM-5.3-Flash (GLM5-Next) support by timkhronos · Pull Request #27773 · ggml-org/llama.cpp — r/LocalLLaMA
  5. Amazon releases its own Jev clone as decision models flood the web — TechCrunch AI
  6. OpenAI answers TypeSafe's Jev with a Decision API built on Luna — The New Stack AI
  7. NIRNAY: 450M decision model beats Jev on Banking77, runs on CPU — r/machinelearningnews
  8. Vev: Jev-like decision models with vision — 4B/9B, local inference, open weights — r/LocalLLM

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