asokurasu/text-humanizer
A completely free open-sourced project designed to humanize AI-generated text through a multilingual LLM-powered rewriting pipeline.
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README & documentation
Source previewRead the project’s overview, installation instructions and usage examples. The original README is the source of truth.
English | 中文 text-Humanizer is a completely free open-sourced project designed to humanize AI-generated text through a multilingual LLM-powered rewriting pipeline. By leveraging large language models for semantic-preserving text transformation, the system rewrites content with more natural sentence structures, varied linguistic patterns, and improved stylistic diversity while maintaining the original meaning across multiple languages. Step 1 - LLM Rewrite (DeepSeek) Text is rewritten using the DeepSeek LLM to generate a semantically equivalent version with modified sentence structures, phrasing, and information flow. During this stage, the model also translates the content into Chinese as an intermediate representation to introduce structural variation and reduce original language patterns. Step 2 - Google Translation (EN → TR) The output from Step 1 is translated into Turkish using Google Translate. This stage introduces additional syntactic distortion and cross-lingual variation based on rule-based…
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What this repository does
A completely free open-sourced project designed to humanize AI-generated text through a multilingual LLM-powered rewriting pipeline.
Repository facts
- Owner
- asokurasu
- Primary language
- Python
- Stars
- 349
- Forks
- 82
- Open issues + pull requests
- 0
- License
- MIT
- Archived
- No
- Default branch
- main
- Created
- 2026-09-23T17:32:37.000Z
- Last push
- 2026-09-23T18:19:31.000Z
Topics and intended use
Owner-supplied topics: ai-detector, ai-detector-bypass, ai-detectors, text-humanizer, zerogpt, zerogpt-bypass
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Source and freshness
Source: GitHub. Metadata observed 2026-09-25T12:03:43.116Z. Daily imports are snapshots, not real-time monitoring.
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