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initial commit: research summarizer with FLAN-T5

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  1. README.md +18 -1
  2. app.py +0 -0
  3. requirements.txt +5 -0
README.md CHANGED
@@ -11,4 +11,21 @@ license: mit
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  short_description: Research Paper Summarizer
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  ---
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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  short_description: Research Paper Summarizer
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  ---
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+ Check out the configuration reference at https://huggingface.co/spaces/vikpande/research-paper-summarizer
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+
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+ This Hugging Face Space summarizes abstracts from arXiv papers using the lightweight `google/flan-t5-base` model.
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+ ## πŸ” Features
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+ - Paste an arXiv.org URL (e.g., https://arxiv.org/abs/2306.10001)
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+ - Extracts the abstract
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+ - Summarizes it using FLAN-T5 (text2text-generation model)
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+ - Runs entirely on CPU, even in free Spaces
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+
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+ ## πŸš€ How to Run Locally
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+ ```bash
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+ pip install -r requirements.txt
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+ python app.py
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+ ```
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+
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+ ## ✨ Model Used
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+ - [google/flan-t5-base](https://huggingface.co/google/flan-t5-base): An instruction-tuned model that supports summarization, question answering, translation, and more.
app.py ADDED
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requirements.txt ADDED
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+ transformers
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+ torch
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+ beautifulsoup4
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+ requests
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+ gradio