{
  "checked_at": "2026-10-09",
  "conclusion": "No FP8 serving recommendation found in the official documentation checked. Keep the measured BF16 specialist configurations.",
  "models": {
    "cygnet": {
      "precision": "BF16",
      "fp8_recommended": false,
      "reason": "The official README explicitly identifies the frozen Gemma checkpoint as BF16.",
      "url": "https://github.com/blockbrain-ai/cygnet-recipe#disclosures"
    },
    "mica": {
      "precision": "BF16",
      "fp8_recommended": false,
      "reason": "BF16 is the quick-start default. Optional GGUF integer quantizations are offered; these are not FP8.",
      "url": "https://huggingface.co/sky7350/Mica-v0.1-4B#quick-start"
    },
    "kdecision": {
      "precision": "BF16 backbone / FP32 pointer head",
      "fp8_recommended": false,
      "reason": "The model card delegates serving to Kev, whose GPU serving default is BF16.",
      "urls": [
        "https://huggingface.co/ThakiCloud/kd-4b-ko-v0#how-to-use",
        "https://github.com/jaredpalmer/kev#serving-performance"
      ]
    }
  },
  "sources": [
    {
      "url": "https://raw.githubusercontent.com/blockbrain-ai/cygnet-recipe/10b4099a61e7dca6a82032b54c74dc0a8c496d4b/README.md",
      "sha256": "ec82a0772cdc3e21df65b9b708e8c569d19d7b1b1209c3ec0c13057f35903323"
    },
    {
      "url": "https://huggingface.co/sky7350/Mica-v0.1-4B/raw/9b6428b272f4708ef54a4702b52bb453a4059363/README.md",
      "sha256": "367f2ae50e514ee9b4224c4bb167c3a9dc28cac13b1a404171495358907f1d45"
    },
    {
      "url": "https://huggingface.co/ThakiCloud/kd-4b-ko-v0/raw/9e7d29789e421b7796453d57dbe5252735e33128/README.md",
      "sha256": "945fa65a3cf809491d24577139c86131fd3893a4c460d3c3e676cae5b46e08d1"
    },
    {
      "url": "https://raw.githubusercontent.com/jaredpalmer/kev/fe64b1274ea7f80d4095866df90666abb03e9cf6/README.md",
      "sha256": "19c9d7d30cd723b9f112f1f68d0b415a28c5ee616dbc21b358fc29bd07a66311"
    },
    {
      "url": "https://raw.githubusercontent.com/akivet/Mica-v0.1-4B/main/README.md",
      "sha256": "dcdc154a6b338c13b4089ce596f60235733b61151fb640b320b4713a509c97da"
    }
  ]
}