README.md

---
title: Writing Style Transfer
emoji: ✍️
colorFrom: indigo
colorTo: purple
sdk: gradio
python_version: "3.10"
app_file: app.py
pinned: false
license: mit
---

# Writing Style Transfer

This is a premium, lightweight, interactive Literary Style Transfer tool designed specifically for computational social science and humanities courses.

## Features
- **Flexible Data Input**: Paste raw text directly or upload datasets (`.csv`, `.xlsx`, or `.txt`).
- **Flexible Style Modes**:
  - **Local Lexical Replacer (CPU & Fast)**: Runs a custom keyword regex mapper that dynamically transforms common words and structures into highly identifiable Victorian, Shakespearean, or dystopian Newspeak equivalent vocabularies locally on CPU.
  - **Transformers (API Mode)**: Leverages advanced instruction-tuned generative LLMs (like `Qwen2.5` or `Llama-3`) via Hugging Face's Serverless API with your personal access token to completely rewrite and transform drafts.
- **Iconic Styles**: Choose from Shakespearean (Early Modern), Orwellian (Dystopian Newspeak), Hemingwayesque (Minimalist), and Academic/Formal styles.
- **TXT Data Export**: Download the fully rewritten styled outputs as `.txt` files.