{
  "video_id": "reddit_1typjmc",
  "channel": "LocalLLaMA",
  "title": "120 tok/s on 12GB VRAM with Gemma 4 12B QAT MTP",
  "scores": {
    "depth": 2,
    "novelty": 2,
    "aria_relevance": 2,
    "production_ready": 3
  },
  "junk_penalty": 0,
  "avg_score": 2.25,
  "effective_score": 2.25,
  "verdict": "promote",
  "one_line_reason": "Konkrete Benchmark-Daten + vollstaendige Reproduzierbarkeit (Code, Config, HF-Links, Hardware-Spezifikationen); zeigt praktisches Speculative Decoding (MTP) mit gemessenem 2x Throughput-Gewinn (120 vs 60 tok/s), saubere Evaluation ohne Hype.",
  "model": "claude-haiku-4-5-20251001",
  "cost_usd": 0.003946,
  "triaged_at": "2026-06-07T03:00:07.593262+00:00"
}