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| 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 | |
| [](https://huggingface.co/spaces/your-username/text-paraphraser) | |
| [] | |
| [](https://huggingface.co/Vamsi/T5_Paraphrase_Paws) | |
| [](LICENSE) | |
| --- | |
| ## 🚀 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 | |
| ```bash | |
| 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 📝 | |
| - Optimized CPU inference for faster response times. 💬 - July 24, 2025 📝 | |
| - Added support for longer input sentences. 🔄 - July 23, 2025 📝 | |
| - Enhanced paraphrasing pipeline with new sampling parameters. - July 22, 2025 📝 | |
| - Updated Gradio UI to version 5.31.0 for improved performance. 🚀 - July 21, 2025 📝 | |
| - Improved result table formatting in the UI. 💬 - July 20, 2025 📝 | |
| - Optimized CPU inference for faster response times. - July 19, 2025 📝 | |
| - Added support for longer input sentences. 🔄 - July 18, 2025 📝 | |
| - Enhanced paraphrasing pipeline with new sampling parameters. - July 17, 2025 📝 | |
| - Updated Gradio UI to version 5.31.0 for improved performance. - July 16, 2025 📝 | |
| - Improved result table formatting in the UI. - July 15, 2025 📝 | |
| - Optimized CPU inference for faster response times. 🚀 - July 11, 2025 📝 | |
| - Added support for longer input sentences. ✨ - July 10, 2025 📝 | |
| - Enhanced paraphrasing pipeline with new sampling parameters. - July 09, 2025 📝 | |
| - Updated Gradio UI to version 5.31.0 for improved performance. - July 08, 2025 📝 | |
| - Improved result table formatting in the UI. - July 07, 2025 📝 | |
| - Optimized CPU inference for faster response times. ⚙️ - July 06, 2025 📝 | |
| - Added support for longer input sentences. 💬 - July 05, 2025 📝 | |
| - Enhanced paraphrasing pipeline with new sampling parameters. - July 04, 2025 📝 | |
| - Updated Gradio UI to version 5.31.0 for improved performance. 🚀 - July 03, 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 |