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+ # Biomedical Fact-Checking App (Hugging Face Spaces)
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+ This app:
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+ - Extracts key scientific claims from a news article,
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+ - Finds PubMed abstracts,
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+ - Checks for support/contradiction/neutral stance using advanced NLI,
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+ - Summarizes all evidence for each claim in plain English using an open-source LLM (Gemma-3B, fully local).
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+
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+ ## How to use
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+ 1. **Add your `gemma-3b-it-Q4_K_M.gguf` (or smaller) to the repo root.**
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+ - Download from https://huggingface.co/unsloth/gemma-3n-E4B-it-GGUF.
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+ - Only Q4_K_M or Q4 quantizations will work on Spaces CPU.
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+ 2. **Deploy on Hugging Face Spaces** (SDK, CPU runtime).
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+ 3. **Enter a news URL, see the extracted claims, evidence, and summary verdicts!**
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+ **No OpenAI or cloud dependencies. All runs on CPU.**
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+ ---
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+ **Note:** First summarization may take 10–30s to load LLM, then faster.