{
 "generated": "2026-11-01",
 "node": {
  "id": "model:clef",
  "type": "Model",
  "name": "Clef（27B）/ Clef-flash（9B）",
  "slug": "clef",
  "date": "2026-10-01",
  "category": "decision",
  "category_zh": "决策模型（这几周新出现的一类）",
  "access": "open",
  "license": "Apache-2.0",
  "eps": [
   106,
   107
  ],
  "page": "/landscape/ai-models/#m-clef",
  "degree": 0.0023
 },
 "page": "https://xiaopingfeng.com/graph/e/model/clef/",
 "out": [
  {
   "type": "developed_by",
   "sentence": "Clef/ Clef-flash的开发方是Cloudflare",
   "direction": "out",
   "id": "org:cloudflare",
   "name": "Cloudflare",
   "unit": "",
   "role": "primary",
   "status": "base",
   "evidence": [
    {
     "kind": "ledger",
     "label": "本站新模型台账",
     "text": "新模型台账：开发者栏写作“Cloudflare”；官方博客",
     "url": "https://blog.cloudflare.com/clef-decision-models/"
    }
   ]
  },
  {
   "type": "based_on",
   "sentence": "Clef/ Clef-flash基于Qwen3.8-27B",
   "direction": "out",
   "id": "model:qwen3-8-27b",
   "name": "Qwen3.8-27B",
   "since": "2026-10-01",
   "note": "Cloudflare 官方博客写目前用 Qwen 作基座并做后训练；页面所附 HF 模型卡截图写基座是 Qwen3.8-27B（此处指 27B 版；Clef-flash 9B 的基座页面未写）。",
   "status": "agent",
   "evidence": [
    {
     "kind": "official",
     "label": "官方页面",
     "text": "Cloudflare 10-01 官方博客：目前用 Qwen 作为基座模型，并为决策模型场景做后训练；页面所附模型卡截图写基座为 Qwen3.8-27B。",
     "url": "https://blog.cloudflare.com/clef-decision-models/"
    },
    {
     "kind": "own",
     "label": "本站页面",
     "text": "本站 AI Buzzwords EP.107 收录此事（故事线 C：美国公司做的决策模型，用的都是阿里的 Qwen）",
     "url": "https://xiaopingfeng.com/buzzwords/107/"
    }
   ]
  }
 ],
 "in": []
}