Overview
Surfer H is a cost-efficient web agent with open weights. It aims to automate web tasks by acting like a real user through the browser.
Key Features:
- Open-source with HuggingFace weights
- Operates purely through the browser
- Flexible and modular design
- Supports multiple configurations for tradeoffs between accuracy, speed, and cost
- Tested on WebVoyager benchmark with high accuracy
- Cost-effective performance with Holo1 models
Use Cases:
- Job Board Monitor – Developer Roles
- Gear Comparison – Fitness
- Competitor Pricing Research
- Competitive Landing Page Analysis
- Trend Scouting for Newsletters
- Last-Minute Hotel Search
Benefits:
- Automates web tasks like a human user
- Reduces costs with open weights
- High accuracy with Holo1 models
- Flexible configurations for different needs
- Operates without custom APIs or brittle wrappers
- Supports a wide range of web tasks
Capabilities
- Interacts with web UIs using visual perception models
- Plans and decides actions using a policy model
- Validates task completion using a validator model
- Operates through a browser without custom APIs
- Localizes UI elements using Holo1 VLMs
- Evaluates localization accuracy on Screenspot benchmarks
- Supports UI grounding with Web Click benchmark
- Configures with different models for accuracy and cost tradeoffs
- Executes web tasks like retrieving prices and finding news
- Uses open weights for transparency and experimentation
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