| --- |
| language: |
| - en |
| library_name: other |
| tags: |
| - browser-agent |
| - ui-agent |
| - dom-agent |
| - safe-readonly |
| license: mit |
| --- |
| |
| # LEO-UI7M v0.1 |
|
|
| Lightweight DOM-based browser agent. 7.4M parameters, CPU-only, no screenshots required. |
| Reads page DOM structure, predicts the next UI action (click, type, navigate). |
|
|
| ## Quick Start |
|
|
| ```bash |
| pip install -r requirements.txt |
| python examples/run_agent.py --task "find the price of item X" |
| ``` |
|
|
| ## Model |
|
|
| - Architecture: DOM-aware action predictor |
| - Parameters: 7,458,567 |
| - Weights: model.safetensors |
| - GPU required: No |
| - Input: raw DOM text + task instruction |
| - Output: UI action (element + action type) |
|
|
| ## Validated Capabilities |
|
|
| - Wikipedia command → research note |
| - Python docs command → structured docs results |
| - Hacker News jobs command → job digest |
| - Page explanation from URL |
| - Refusal for unsafe or out-of-scope tasks |
|
|
| ## Limitations |
|
|
| - Not a general browser automation replacement |
| - Not screenshot-based (DOM text only) |
| - Not for arbitrary web automation |
| - Best on pages with clean, semantic DOM structure |
| - Trained on limited data — generalizes to simple, well-structured pages |
|
|
| ## Files |
|
|
| ``` |
| model.safetensors — model weights |
| config.json — model config |
| leo_ui7m/ — Python package (runtime, adapters, agent) |
| examples/run_agent.py — usage example |
| requirements.txt — dependencies |
| tests/ — test suite |
| ``` |
|
|
| ## License |
|
|
| MIT |
|
|
