metadata

title: CPU Paraphraser Demo
emoji: 🏢
colorFrom: red
colorTo: blue
sdk: gradio
sdk_version: 5.31.0
app_file: app.py
pinned: false
license: apache-2.0
short_description: 'CPU-only Paraphraser '

🔄 Text Paraphraser

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🚀 Overview

Unlock creative rewriting with zero-shot T5 paraphrasing.
Type any sentence and instantly generate multiple stylistic variations—100% CPU, no fine-tuning required.

AI buzzwords:
• Sequence-to-Sequence • Zero-Shot Paraphrasing • Top-K Sampling • Temperature Control • Transformer-based NLP • Edge Inference • Cloud-Native Demo

✨ Key Features

🔑 Feature	🔍 Description
💬 Diverse Rewrites	Generate up to 5 alternative phrasings for any input sentence
⚙️ Sampling Controls	Uses `top_k=120`, `top_p=0.95` to balance diversity vs. quality
💻 CPU-Only Inference	Runs on free-tier Spaces (2 vCPU / 16 GB RAM)
🎨 Interactive UI	Gradio Blocks with input, slider, button, and result table
🔧 Zero-Config Deploy	Commit three files—Spaces auto-builds & hosts your demo

🏗️ How It Works

User Input – Provide a sentence to paraphrase.
T5-Paraphrase Pipeline – Prepends “paraphrase:” and generates variants via sampling.
Result Formatting – Displays each variant side-by-side in a table.
UI Rendering – Gradio streams the outputs for instant review.

🛠️ Local Development

git clone https://github.com/your-username/text-paraphraser.git
cd text-paraphraser
python3 -m venv venv && source venv/bin/activate
pip install -r requirements.txt
python app.py

## Latest Update

- Updated Gradio UI to version 5.31.0 for improved performance. - May 29, 2025 📝
- Improved result table formatting in the UI. 🚀 - June 02, 2025 📝
- Optimized CPU inference for faster response times. - June 01, 2025 📝
- Added support for longer input sentences. - May 31, 2025 📝
- Enhanced paraphrasing pipeline with new sampling parameters. - May 30, 2025 📝

**Website**: https://ghostainews.com/
**Discord**: https://discord.gg/BfA23aYz