{
  "run_id": "lab-jev-open-models-20261030",
  "id": "lab-jev-open-models-20261030",
  "status": "handbook",
  "topic": "Open small Jev-style models + datasets + algorithms + GPU playbook",
  "date": "2026-10-30",
  "timezone_reported": "Asia/Hong_Kong (UTC+8)",
  "finished_asia_hong_kong": "2026-10-30 09:10:23 Asia/Hong_Kong",
  "finished_utc": "2026-10-30T01:10:23Z",
  "site_target": "https://hezekai.com/lab/jev-open-models",
  "published": true,
  "counts": {
    "models_primary_le_2b": 7,
    "models_mentioned_larger_or_method": 6,
    "datasets": 6
  },
  "recommended_path": "Qwen3.5-0.8B LoRA on QJev3.5-mix (en+zh letter logprob + swap) with LLM-as-Jev numeric training-free control; JevBench public diagnostic-only",
  "links": {
    "qjev_gguf": "https://huggingface.co/ZY-Lee4/QJev3.5-0.8B-GGUF",
    "qjev_mix": "https://huggingface.co/datasets/ZY-Lee4/QJev3.5-mix",
    "kev": "https://huggingface.co/jaredpalmer/kev-0.8b",
    "rsi": "https://huggingface.co/shgao/rsi-jev-v1.0-qwen3.5-0.8b",
    "llm_as_jev": "https://arxiv.org/abs/2610.02076",
    "typed_decisions": "https://huggingface.co/datasets/LocalLLaMA/typed-decisions",
    "jevbench": "https://github.com/fstandhartinger/jevbench"
  },
  "limits": [
    "Handbook only; no local training or TypeSafe paid API calls",
    "Numbers cited from public cards/paper only",
    "Cross-benchmark scores not commensurate"
  ],
  "lab_url": "https://hezekai.com/lab/jev-open-models"
}