README.md

metadata

title: GraphGen Demo
emoji: 📊
colorFrom: blue
colorTo: green
sdk: gradio
sdk_version: 5.44.1
python_version: '3.10'
app_file: app.py
suggested_hardware: cpu-basic
pinned: false
short_description: Knowledge-driven synthetic data generation demo
tags:
  - synthetic-data
  - knowledge-graph
  - gradio-demo

GraphGen Space 🤖📊

This is the official Hugging Face Space for GraphGen – a framework that leverages knowledge graphs to generate high-quality synthetic question–answer pairs for supervised fine-tuning of LLMs.

🔗 Paper: arXiv 2505.20416
🐙 GitHub: open-sciencelab/GraphGen

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How to use (🖱️ 3 clicks)

1. Open the Gradio app above.
2. Upload or paste your source text → click Generate KG.
3. Download the generated QA pairs directly.

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Local quick start (optional)

git clone https://github.com/open-sciencelab/GraphGen
cd GraphGen
uv venv --python 3.10 && uv pip install -r requirements.txt
uv run webui/app.py   # http://localhost:7860