{
 "schema_version": 1,
 "generated": "2026-10-20",
 "repo": "sgaofen/humanizer-local-model",
 "name": "humanizer-local-model",
 "owner": "sgaofen",
 "slug": "sgaofen-humanizer-local-model",
 "github": "https://github.com/sgaofen/humanizer-local-model",
 "what": "A 12B local model that rewrites AI-written drafts so they read like a person wrote them, keeping numbers, names, dates and quotes, and running on your own computer.",
 "why": "",
 "language": "Python",
 "requirements": [
  "A Mac with Apple silicon (M1 or newer) or a Windows x64 PC, for the app",
  "Enough free disk space and memory for the model; the app suggests a size for your machine, down to 8 GB machines",
  "Python 3.8 or newer for the hz command line tool",
  "llama.cpp (llama-server), curl and jq for the one-command server route"
 ],
 "audience_note": "Writers, office staff, researchers and developers who have an AI-written draft they need to rework and want the text to stay on their own machine.",
 "risk": "dual-use",
 "section": "earlier",
 "weekly_rank": null,
 "category": "Work and operations",
 "url": "https://dedupedai.com/use-cases/sgaofen-humanizer-local-model/",
 "use_case_count": 4,
 "use_cases": [
  {
   "id": "sgaofen-humanizer-local-model--rewrite-ai-email-before-sending",
   "title": "Rewrite an AI-drafted email offline before sending it",
   "best": true,
   "url": "https://dedupedai.com/use-cases/sgaofen-humanizer-local-model/rewrite-ai-email-before-sending/",
   "json": "https://dedupedai.com/use-cases/u/sgaofen-humanizer-local-model/rewrite-ai-email-before-sending.json"
  },
  {
   "id": "sgaofen-humanizer-local-model--rewrite-long-document-with-hz",
   "title": "Rewrite a long Markdown or Word document in one command",
   "best": false,
   "url": "https://dedupedai.com/use-cases/sgaofen-humanizer-local-model/rewrite-long-document-with-hz/",
   "json": "https://dedupedai.com/use-cases/u/sgaofen-humanizer-local-model/rewrite-long-document-with-hz.json"
  },
  {
   "id": "sgaofen-humanizer-local-model--rewrite-report-keeping-exact-quotes",
   "title": "Rewrite a report while keeping chosen quotes word for word",
   "best": false,
   "url": "https://dedupedai.com/use-cases/sgaofen-humanizer-local-model/rewrite-report-keeping-exact-quotes/",
   "json": "https://dedupedai.com/use-cases/u/sgaofen-humanizer-local-model/rewrite-report-keeping-exact-quotes.json"
  },
  {
   "id": "sgaofen-humanizer-local-model--agent-batch-rewrite-via-local-server",
   "title": "Let a coding agent batch-rewrite drafts through a local server",
   "best": false,
   "url": "https://dedupedai.com/use-cases/sgaofen-humanizer-local-model/agent-batch-rewrite-via-local-server/",
   "json": "https://dedupedai.com/use-cases/u/sgaofen-humanizer-local-model/agent-batch-rewrite-via-local-server.json"
  }
 ],
 "disclaimer": "Third-party repos we don't own or vouch for. AI-generated use cases can be wrong: review everything and run at your own risk."
}