GitHub radar
A rewriter that makes AI drafts sound human
A model rewrites a finished draft — email, essay, post — so it reads like a person wrote it, not an AI, for free and right on your computer.
It's an AI model built on Google's Gemma. It changes the style and rhythm of text without touching any number, date, name, or quote.
When it helps
Useful for turning a draft email, post, or report into something that sounds natural, with no subscription. For truly important text — a website article, a published piece — rely on real editing instead.
Pros
- Works for free, entirely on your own computer, no subscription
- In tests with the Originality.ai detector, 95% of rewrites read as human
- All 420 rewritten English texts were checked for accuracy — 376 had no errors
- Keeps every number, date, name, and quote unchanged
Cons
- In casual text it sometimes adds slang or rough language not in the draft
- Doesn't replace real editing for text that truly matters, just routine drafts
- Needs a laptop with 16 GB of memory and about 7 GB of space for the model
How to set it up — step by step
- 1Open your AI agent (Claude Code, Codex) in your project folder
- 2Send the agent the text from the block below
- 3Let it install the model via Ollama or llama.cpp and pick a version for your laptop
- 4Give the agent your draft text to rewrite
- 5Check the result — especially numbers, dates, and names — before you use it
Text for your agent
Copy this and send it to your agent — Claude Code, Codex, any of them:
Set up the humanizer model by jialinyyzz locally for me: https://huggingface.co/jialinyyzz/humanizer — through Ollama or llama.cpp, pick a version that fits my laptop, and show me how to send it a draft to rewrite.
A regular laptop with 16 GB of RAM or more — the compressed version takes about 7 GB.
Open on Hugging Face▌ More finds