GPT Humanizer Project: Difference between revisions
Saxtonmd77 (talk | contribs) Created page with "= GPT Humanizer Overview = This project exists to explore human-centered control over LLM output without turning the system into a policy engine or a brittle ruleset. The goal is not to censor language, but to: * Shape tone and wording deliberately * Preserve meaning while avoiding specific terms * Create space for “humanizing” transformations downstream '''Design priorities''' * Simplicity over abstraction * Observability over automation * Clear separation betwee..." |
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= GPT Humanizer Overview = | = GPT Humanizer Overview = | ||
This | This is a software program designed to humanize GPT text. In early versions, the name is Matt's GPT Humanizer. Version 1.0 was developed in December 2025. It currently only restricts the generation of words that regularly appear in GPT output. The addition of features that further humanize generated text is already being explored. | ||
' | |||
== Features == | == Features == | ||
* Plain-text | * Minimal headless UI for dashboard-like controls | ||
* | * Plain-text output with the endpoint within the UI | ||
* | * Standard list of restricted words | ||
* | * Simple addition of more restricted words | ||
* | * Controls for model selection, temperature, and token usage | ||
* Model logic is entirely on the server | |||
== Requirements == | == Requirements == | ||
| Line 34: | Line 15: | ||
* An OpenAI API key | * An OpenAI API key | ||
== | == Installation == | ||
1. Create and activate a virtual environment | 1. Create and activate a virtual environment on your OS | ||
2. Install dependencies from | 2. Install dependencies from ''''requirements.txt'''' | ||
3. Export | 3. Export ''''OPENAI_API_KEY'''' in the OS shell | ||
4. Run the server with Uvicorn | 4. Run the server with Uvicorn | ||
== Usage == | == Usage == | ||
* | * Access the UI: open http://127.0.0.1:8080 in a browser window | ||
* Write a prompt in the first text area | |||
* | * Insert additional restricted words in the next text area, one line at a time | ||
* Choose a model, or accept the default model, gpt-4o-mini | |||
The | * Set the temperature between 1 (most creative) and 0 (most deterministic) | ||
* Click the ''''Send'''' button | |||
* The text will generate in the last text area on the page | |||
Revision as of 01:09, 26 December 2025
GPT Humanizer Overview
This is a software program designed to humanize GPT text. In early versions, the name is Matt's GPT Humanizer. Version 1.0 was developed in December 2025. It currently only restricts the generation of words that regularly appear in GPT output. The addition of features that further humanize generated text is already being explored.
Features
- Minimal headless UI for dashboard-like controls
- Plain-text output with the endpoint within the UI
- Standard list of restricted words
- Simple addition of more restricted words
- Controls for model selection, temperature, and token usage
- Model logic is entirely on the server
Requirements
- Python 3.11+
- An OpenAI API key
Installation
1. Create and activate a virtual environment on your OS 2. Install dependencies from 'requirements.txt' 3. Export 'OPENAI_API_KEY' in the OS shell 4. Run the server with Uvicorn
Usage
- Access the UI: open http://127.0.0.1:8080 in a browser window
- Write a prompt in the first text area
- Insert additional restricted words in the next text area, one line at a time
- Choose a model, or accept the default model, gpt-4o-mini
- Set the temperature between 1 (most creative) and 0 (most deterministic)
- Click the 'Send' button
- The text will generate in the last text area on the page