README.md

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

1. User Input – Provide a sentence to paraphrase.
2. T5-Paraphrase Pipeline – Prepends “paraphrase:” and generates variants via sampling.
3. Result Formatting – Displays each variant side-by-side in a table.
4. 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. - July 02, 2025 📝
- Optimized CPU inference for faster response times. ✨ - July 01, 2025 📝
- Added support for longer input sentences. ⚙️ - June 30, 2025 📝
- Enhanced paraphrasing pipeline with new sampling parameters. 🔄 - June 29, 2025 📝
- Updated Gradio UI to version 5.31.0 for improved performance. 🚀 - June 28, 2025 📝
- Improved result table formatting in the UI. 💬 - June 27, 2025 📝
- Optimized CPU inference for faster response times. - June 26, 2025 📝
- Added support for longer input sentences. 🔄 - June 25, 2025 📝
- Enhanced paraphrasing pipeline with new sampling parameters. ⚙️ - June 24, 2025 📝
- Updated Gradio UI to version 5.31.0 for improved performance. ✨ - June 23, 2025 📝
- Improved result table formatting in the UI. - June 22, 2025 📝
- Optimized CPU inference for faster response times. ✨ - June 21, 2025 📝
- Added support for longer input sentences. - June 20, 2025 📝
- Enhanced paraphrasing pipeline with new sampling parameters. 💬 - June 19, 2025 📝
- Updated Gradio UI to version 5.31.0 for improved performance. - June 18, 2025 📝
- Improved result table formatting in the UI. - June 17, 2025 📝
- Optimized CPU inference for faster response times. - June 16, 2025 📝
- Added support for longer input sentences. ⚙️ - June 15, 2025 📝
- Enhanced paraphrasing pipeline with new sampling parameters. - June 14, 2025 📝
- Updated Gradio UI to version 5.31.0 for improved performance. 🚀 - June 13, 2025 📝
- Improved result table formatting in the UI. - June 12, 2025 📝
- Optimized CPU inference for faster response times. - June 11, 2025 📝
- Added support for longer input sentences. 🔄 - June 10, 2025 📝
- Enhanced paraphrasing pipeline with new sampling parameters. - June 09, 2025 📝
- Updated Gradio UI to version 5.31.0 for improved performance. 🔄 - June 08, 2025 📝
- Improved result table formatting in the UI. - June 07, 2025 📝
- Optimized CPU inference for faster response times. 💬 - June 06, 2025 📝
- Added support for longer input sentences. ✨ - June 05, 2025 📝
- Enhanced paraphrasing pipeline with new sampling parameters. ⚙️ - June 04, 2025 📝
- Updated Gradio UI to version 5.31.0 for improved performance. - June 03, 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