Spaces:
Sleeping
Sleeping
Ashish Soni
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README.md
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license: afl-3.0
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license: afl-3.0
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# Text Summarization App
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This application provides a simple interface to summarize text using a pre-trained model from Hugging Face's Transformers library. The model used under the hood is `DISTILBART-12-6-CNN`, a distilled version of BART fine-tuned on the CNN/Daily Mail dataset.
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## Features
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- **Text Summarization**: Generate concise summaries of input text.
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- **User-Friendly Interface**: Built using Gradio for an easy-to-use web interface.
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## Model
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- **Model Used**: [DISTILBART-12-6-CNN](https://huggingface.co/sshleifer/distilbart-cnn-12-6)
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- **Framework**: Hugging Face Transformers
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## Software Packages
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- **Gradio**: Used to create the web interface.
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- **Transformers**: Used for model inference.
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- **Spaces**: Utilized for GPU acceleration during model execution.
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## How to Use
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1. Enter the text you want to summarize in the provided textbox.
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2. Click "Submit" to generate a summary.
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3. The summarized text will be displayed in the output box.
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