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ComfyUI-TypedDecision: run Jev-style decision models locally in ComfyUI

Tasks where an MLLM doesn't write text but only makes a decision, which started with Jev, seem to be getting popular. (This is sometimes called "typed decision".) I thought it would be fun to use inside ComfyUI, so I was looking for something that runs locally, found imajev , and turned it into cus…

Read the full story at r/StableDiffusion ↗

Timeline · 2 reports

  1. 2026-09-30 15:08 · r/comfyui
    ComfyUI-TypedDecision: run Jev-style decision models locally in ComfyUI
  2. 2026-09-30 15:08 · r/StableDiffusion
    ComfyUI-TypedDecision: run Jev-style decision models locally in ComfyUI

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  1. Cloudflare Releases Clef and Clef-flash: Open-Weight Decision Models That Return Typed Probabilities Instead of Text — MarkTechPost
  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. add GLM-5.3-Flash (GLM5-Next) support by timkhronos · Pull Request #27773 · ggml-org/llama.cpp — r/LocalLLaMA
  4. Amazon releases its own Jev clone as decision models flood the web — TechCrunch AI
  5. OpenAI answers TypeSafe's Jev with a Decision API built on Luna — The New Stack AI
  6. NIRNAY: 450M decision model beats Jev on Banking77, runs on CPU — r/machinelearningnews
  7. Vev: Jev-like decision models with vision — 4B/9B, local inference, open weights — r/LocalLLM
  8. New frontier AI models, TypeSafe’s Jev AI, & NASA’s IBM collab — Mixture of Experts (IBM)

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