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sgaofen / humanizer-local-model

Rewrites AI drafts so they read like a person wrote them — runs locally, keeps the facts

Why this job: topics: llama-cpp, local-llm, gguf

What it does

Four drafts from the held-out evaluation set (never seen in training). For each draft we generated 8 samples with this release's humanizer-12b-Q8_0.gguf file (llama.cpp, the app's settings) and picked the one that reads best among those the fact judge passed. The right side is that sample, not edited; only whitespace is normalised for display. All 8 samples per draft are in eval/outputs/examples-12b-Q8_0_x8.json. Highlight = new wording, strikethrough = draft wording that was replaced. We also checked every number and name in these four by hand.

Get started

No single install command. Read the steps in the README (opens in new tab)

Maintenance
Active
Last commit 21 days ago
Stars
823
+121 this week
Licence
Apache-2.0
Allows business use
Downloads for
2 systems
Mac, Windows
Latest tag
app-v0.3.4
Released 29 days ago
Built with
Python
34% of the code

Is it looked after?

Contributors
4
Last 90 days
Issues
38% closed
5 still open
Pull requests
5 merged
1 waiting
Releases
7
7 in the last year
  • No contributing guide
  • No security policy
  • No code of conduct

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More: download files, languages, topics and project record

Download files, app-v0.3.4

  • Mac1 file, 719 downloads
  • Windows2 files, 1,430 downloads

All files on GitHub (opens in new tab)

Languages

  • Python 34%
  • Go 27%
  • JavaScript 19%
  • CSS 8%

Topics

  • gguf
  • humanizer
  • llama-cpp
  • llm
  • local-llm
  • rewriting

Project record

  • JobLocal LLMs
  • StatusListed
  • Commits98
  • Forks126
  • Watching83
  • Stars in 28 days+621
  • CreatedSep 11, 2026
  • First seen by usNov 7, 2026
  • CheckedNov 9, 2026

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