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
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
