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| title: Multimodel Summarizer | |
| emoji: 🦀 | |
| colorFrom: purple | |
| colorTo: red | |
| sdk: gradio | |
| sdk_version: 5.49.1 | |
| app_file: app.py | |
| pinned: false | |
| license: mit | |
| short_description: Compare summaries from multiple models and see the sentiment | |
| # Multi-Model Text Summarizer + Sentiment Analyzer | |
| 🚀 **Showcase Project by Bharathi212** | |
| This Hugging Face Space demonstrates a **multi-model text summarization app** with sentiment analysis. It compares the outputs of two popular NLP models: | |
| - **BART Large CNN** (`facebook/bart-large-cnn`) | |
| - **T5 Small** (`t5-small`) | |
| Additionally, each generated summary is analyzed for sentiment using a pre-trained Hugging Face pipeline. | |
| --- | |
| ## Features | |
| - Compare summaries from **multiple models** side by side | |
| - Analyze the **sentiment of each summary** | |
| - Simple and interactive **Gradio interface** | |
| - Ready to **deploy or integrate into larger NLP projects** | |
| --- | |
| ## How to Use | |
| 1. Paste your text in the input box. | |
| 2. Click **Submit / Run**. | |
| 3. View the generated summaries and their sentiment scores. | |
| --- | |
| ## Technology Stack | |
| - Python 3 | |
| - Hugging Face Transformers (`facebook/bart-large-cnn`, `t5-small`) | |
| - Hugging Face Sentiment Analysis Pipeline | |
| - Gradio for interactive UI | |
| **Outputs:** | |
| | Model | Summary | Sentiment | | |
| |-----------------|--------------------------------------|----------------| | |
| | BART Large CNN | AI is transforming the world in many areas including healthcare and education. | POSITIVE (0.99) | | |
| | T5 Small | AI tools help humans solve problems faster and efficiently. | POSITIVE (0.98) | | |
| --- | |
| ## Deployment | |
| - Hosted on [Hugging Face Spaces](https://huggingface.co/spaces/bharathi212/Multimodel_summarizer) | |
| - CPU-only deployment (default free tier) | |
| - GPU upgrade optional for faster inference | |
| --- | |
| ## License | |
| This project is licensed under the **MIT License**. | |
| --- | |
| ## Author | |
| **Bharathi212** | |
| - Hugging Face profile: [https://huggingface.co/bharathi212](https://huggingface.co/bharathi212) | |
| - Certificate: Completed **Hugging Face Fundamentals of LLMs Course** | |
| --- | |
| ✨ Try it now and see how different models summarize the same text! | |
| Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference | |