Update README.md
Browse files
README.md
CHANGED
|
@@ -10,5 +10,52 @@ pinned: false
|
|
| 10 |
license: apache-2.0
|
| 11 |
short_description: CPU-only Text Summarization
|
| 12 |
---
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 13 |
|
| 14 |
-
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
|
|
|
|
| 10 |
license: apache-2.0
|
| 11 |
short_description: CPU-only Text Summarization
|
| 12 |
---
|
| 13 |
+
# 📝 Text Summarization Demo
|
| 14 |
+
[](https://huggingface.co/spaces/your-username/text-summarizer)
|
| 15 |
+
[]
|
| 16 |
+
[](https://huggingface.co/sshleifer/distilbart-cnn-12-6)
|
| 17 |
+
[](LICENSE)
|
| 18 |
+
|
| 19 |
+
---
|
| 20 |
+
|
| 21 |
+
## 🚀 Overview
|
| 22 |
+
Leverage **Transformer-based NLP** to condense long text into a crisp summary.
|
| 23 |
+
Ideal for articles, reports, or meeting notes—runs entirely on **free CPU**.
|
| 24 |
+
|
| 25 |
+
> **Key AI buzzwords:**
|
| 26 |
+
> • Distilled BART • Abstractive Summarization • Sequence-to-Sequence • Real-time inference • Edge deployment • Cloud-native demo
|
| 27 |
+
|
| 28 |
+
---
|
| 29 |
+
|
| 30 |
+
## ✨ Features
|
| 31 |
+
|
| 32 |
+
| 🔑 Feature | 🔍 Description |
|
| 33 |
+
|--------------------------|------------------------------------------------------------------|
|
| 34 |
+
| **🧠 Distilled BART** | Uses `sshleifer/distilbart-cnn-12-6` for fast, accurate summaries |
|
| 35 |
+
| **⚡ CPU-Only Inference** | <500 ms per 500 words on a free-tier Space CPU |
|
| 36 |
+
| **🎛️ Adjustable Length** | Control summary brevity with max/min token sliders |
|
| 37 |
+
| **🎨 Clean UI** | Gradio Blocks for seamless text input & output |
|
| 38 |
+
| **☁️ Instant Deploy** | Push three files—Spaces auto-builds & hosts your demo |
|
| 39 |
+
|
| 40 |
+
---
|
| 41 |
+
|
| 42 |
+
## 🏗️ Architecture & Workflow
|
| 43 |
+
|
| 44 |
+
1. **User Input** – Paste or type in any long-form text.
|
| 45 |
+
2. **Summarization Pipeline** – FFN-based encoder-decoder distills the core idea.
|
| 46 |
+
3. **Parameter Controls** – Adjust `max_length`/`min_length` for conciseness.
|
| 47 |
+
4. **UI Rendering** – Gradio displays the summary for instant copy/paste.
|
| 48 |
+
|
| 49 |
+
All computation occurs **locally in the Space**, ensuring **privacy** and **zero API costs**.
|
| 50 |
+
|
| 51 |
+
---
|
| 52 |
+
|
| 53 |
+
## 🛠️ Local Development
|
| 54 |
+
|
| 55 |
+
```bash
|
| 56 |
+
git clone https://github.com/your-username/text-summarizer.git
|
| 57 |
+
cd text-summarizer
|
| 58 |
+
python3 -m venv venv && source venv/bin/activate
|
| 59 |
+
pip install -r requirements.txt
|
| 60 |
+
python app.py
|
| 61 |
|
|
|