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

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