metadata
title: CPU Only TextSummarization
emoji: 🏃
colorFrom: indigo
colorTo: purple
sdk: gradio
sdk_version: 5.31.0
app_file: app.py
pinned: false
license: apache-2.0
short_description: CPU-only Text Summarization
📝 Text Summarization Demo
[
🚀 Overview
Leverage Transformer-based NLP to condense long text into a crisp summary.
Ideal for articles, reports, or meeting notes—runs entirely on free CPU.
Key AI buzzwords:
• Distilled BART • Abstractive Summarization • Sequence-to-Sequence • Real-time inference • Edge deployment • Cloud-native demo
✨ Features
| 🔑 Feature | 🔍 Description |
|---|---|
| 🧠 Distilled BART | Uses sshleifer/distilbart-cnn-12-6 for fast, accurate summaries |
| ⚡ CPU-Only Inference | <500 ms per 500 words on a free-tier Space CPU |
| 🎛️ Adjustable Length | Control summary brevity with max/min token sliders |
| 🎨 Clean UI | Gradio Blocks for seamless text input & output |
| ☁️ Instant Deploy | Push three files—Spaces auto-builds & hosts your demo |
🏗️ Architecture & Workflow
- User Input – Paste or type in any long-form text.
- Summarization Pipeline – FFN-based encoder-decoder distills the core idea.
- Parameter Controls – Adjust
max_length/min_lengthfor conciseness. - UI Rendering – Gradio displays the summary for instant copy/paste.
All computation occurs locally in the Space, ensuring privacy and zero API costs.
🛠️ Local Development
git clone https://github.com/your-username/text-summarizer.git
cd text-summarizer
python3 -m venv venv && source venv/bin/activate
pip install -r requirements.txt
python app.py
## Latest Update
- Upgraded DistilBART model for better summaries. - May 29, 2025 📝
- Added support for multi-paragraph inputs. - June 07, 2025 📝
- Optimized summarization speed on CPU. 🧠 - June 06, 2025 📝
- Enhanced UI for longer text inputs. - June 05, 2025 📝
- Improved token length control sliders. - June 04, 2025 📝
- Upgraded DistilBART model for better summaries. 🎛️ - June 03, 2025 📝
- Added support for multi-paragraph inputs. ☁️ - June 02, 2025 📝
- Optimized summarization speed on CPU. 📝 - June 01, 2025 📝
- Enhanced UI for longer text inputs. ⚡ - May 31, 2025 📝
- Improved token length control sliders. - May 30, 2025 📝
**Website**: https://ghostainews.com/
**Discord**: https://discord.gg/BfA23aYz