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--- |
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title: Text Summarizer Slider |
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emoji: 📈 |
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colorFrom: red |
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colorTo: purple |
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sdk: gradio |
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sdk_version: 5.17.1 |
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app_file: app.py |
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pinned: false |
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license: apache-2.0 |
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--- |
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# Text Summarizer with Adjustable Length |
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An interactive text summarization tool using the `facebook/bart-large-cnn` model. Built with Gradio and deployed on Hugging Face Spaces. |
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## Features |
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- **Summarization**: Generate concise summaries for long text. |
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- **Adjustable Summary Length**: Use sliders to control minimum and maximum summary length. |
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- **User-Friendly Interface**: Powered by Gradio. |
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- **No Installation Required**: Use it directly online. |
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## Access the App |
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Try it here: |
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[https://huggingface.co/spaces/RawadAlghamdi/text-summarizer-slider](https://huggingface.co/spaces/RawadAlghamdi/text-summarizer-slider) |
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## Running Locally (Optional) |
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To run the app on your machine: |
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1. Install dependencies: |
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```bash |
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pip install gradio transformers torch |
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``` |
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2. Run the application: |
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```bash |
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python app.py |
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``` |
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3. Open the provided local URL in your browser. |
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## How It Works |
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1. Enter text into the input box. |
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2. Adjust the **minimum** and **maximum** summary length using the sliders. |
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3. Click submit to generate a summary. |
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4. The summarized text appears in the output box. |
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## Customization |
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- Modify the range of `min_length_slider` and `max_length_slider` to change allowed summary lengths. |
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- Replace the model name in `pipeline("summarization", model="facebook/bart-large-cnn")` to test other models. |
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## License |
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Licensed under the **Apache License 2.0**. See [LICENSE](LICENSE) for details. |
