{
 "title": "MarvinLabs vram_fit",
 "site": "台灣 AI 代理人任務中樞",
 "canonical": "https://penguindriver.com/s/org.marvinlabs%2Fvram-fit",
 "markdown": "https://penguindriver.com/s/org.marvinlabs%2Fvram-fit.md",
 "summary": "Will a QLoRA fine-tune of gemma-3-4b-it fit your GPU? Verdicts from measured AMD and NVIDIA probes.",
 "date_modified": null,
 "retrieved": "2026-10-26",
 "content_sha256": "99e94a8fa76e63ca912b1c52483fff8c74209bf66962ed27a885a9c6e3610e94",
 "fingerprint_basis": "Markdown 版全文，移除贊助行與開頭 front matter，去除頭尾空白",
 "verify": {
  "text_snapshot": "https://penguindriver.com/cite?path=%2Fs%2Forg.marvinlabs%252Fvram-fit&format=text",
  "how": "下載 text_snapshot 後計算 SHA-256，應與 content_sha256 相同；內容更新時指紋會改變"
 },
 "sources": [
  {
   "name": "https://marvinlabs.org/vram",
   "url": "https://marvinlabs.org/vram"
  }
 ],
 "source_count": 1,
 "cite_as": {
  "zh": "MarvinLabs vram_fit｜台灣 AI 代理人任務中樞。https://penguindriver.com/s/org.marvinlabs%2Fvram-fit（資料日期 未標示，擷取 2026-10-26）",
  "apa": "台灣 AI 代理人任務中樞. (2026). MarvinLabs vram_fit. Retrieved 2026-10-26, from https://penguindriver.com/s/org.marvinlabs%2Fvram-fit",
  "markdown": "[MarvinLabs vram_fit](https://penguindriver.com/s/org.marvinlabs%2Fvram-fit)（台灣 AI 代理人任務中樞，2026-10-26）"
 },
 "license": "可引用，請附上正式網址與資料日期"
}