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metadata
title: Paper To Code Grounding
emoji: 🧩
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 5.9.1
app_file: app.py
pinned: false
Paper -> Code Grounding (Qwen3-VL, free ZeroGPU)
Give it a paper (arXiv link). It only proceeds if the paper is real and links a GitHub repo, then grounds the paper's claimed contributions in the repo's actual code using Qwen3-VL-32B-Instruct (FP8) running on Hugging Face's free ZeroGPU -- no API key, no cost.
Every citation is checked against the real file on disk by
scripts/verify_case.py before being shown as verified.
Quota note: ZeroGPU gives each visitor's own HF account a small daily GPU budget (2 minutes unauthenticated, 5 minutes on a free account). A real run here takes roughly a minute or two, so expect a handful of tries per day per person, not unlimited use.