| 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. | |