OS-Atlas-Pro-7B
| Property | Value |
|---|---|
| Parameter Count | 8.29B |
| Model Type | Image-Text-to-Text |
| Architecture | Transformers (BF16) |
| License | Apache 2.0 |
| Paper | arXiv:2410.23218 |
What is OS-Atlas-Pro-7B?
OS-Atlas-Pro-7B is a sophisticated GUI action model specifically designed for generalist GUI agents. Built upon the Qwen2-VL-7B-Instruct architecture, it's engineered to process visual information and generate appropriate actions for GUI-based tasks. The model excels at understanding system prompts, interpreting basic and custom actions, and producing thoughtful reasoning alongside executable commands.
Implementation Details
The model implements a comprehensive action framework that includes both basic actions (CLICK, TYPE, SCROLL) and custom actions (LONG_PRESS, OPEN_APP, etc.). It processes input through a sophisticated pipeline that combines visual information with textual instructions, utilizing the transformers architecture and BF16 tensor type for efficient processing.
- Built on Qwen2-VL-7B-Instruct base model
- Supports image-text-to-text transformation
- Implements both basic and custom GUI actions
- Uses BF16 precision for optimal performance
Core Capabilities
- Visual-textual understanding of GUI elements
- Thoughtful reasoning about action sequences
- Precise coordinate-based interactions
- System and custom action execution
- Multi-modal input processing
Frequently Asked Questions
Q: What makes this model unique?
The model stands out for its ability to combine visual understanding with action generation in GUI environments. It demonstrates superior generalizability and isn't constrained to specific tasks or training datasets, making it highly versatile for real-world applications.
Q: What are the recommended use cases?
The model is ideal for GUI automation tasks, user interface testing, and interactive system navigation. It's particularly useful for scenarios requiring thoughtful reasoning about user interface interactions and precise action execution.
