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Running on Zero
| title: Web-CogReasoner | |
| emoji: 🕸️ | |
| colorFrom: yellow | |
| colorTo: indigo | |
| sdk: gradio | |
| sdk_version: 6.20.0 | |
| app_file: app.py | |
| short_description: Cognitive reasoning web agent over webpage screenshots | |
| python_version: "3.12" | |
| startup_duration_timeout: 1h | |
| # Web-CogReasoner | |
| A demo of [Web-CogReasoner](https://huggingface.co/Gnonymous/Web-CogReasoner), a | |
| Qwen2.5-VL-7B based multimodal web agent that performs knowledge-driven | |
| Chain-of-Thought reasoning over webpage screenshots. | |
| Upload a webpage screenshot, describe a task, and the model reasons step-by-step | |
| about the page before proposing the next action. | |
| - Paper: [arXiv:2508.01858](https://arxiv.org/abs/2508.01858) | |
| - Code: [github.com/Gnonymous/Web-CogReasoner](https://github.com/Gnonymous/Web-CogReasoner) | |