xwk123/sft_appdelta_gui_agent

VISIONConcurrent Unit Cost:1Model Size:8BQuant:FP8Context Size:32kTool Calling:SupportedPublished:Jun 22, 2026License:otherArchitecture:Transformer Featherless Exclusive Cold

The xwk123/sft_appdelta_gui_agent is an 8 billion parameter Qwen3-VL-8B-Instruct checkpoint, fine-tuned specifically for mobile Graphical User Interface (GUI) agent tasks. This model is designed to generate responses in a "Thought + Action + tool_call" output format, enabling structured interaction with mobile interfaces. It excels at interpreting user queries and task progress within a 0-999 coordinate grid system, making it highly specialized for automated mobile GUI control and interaction.

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Overview

The xwk123/sft_appdelta_gui_agent is a specialized 8 billion parameter model built upon the Qwen3-VL-8B-Instruct architecture. Its core purpose is to function as a mobile GUI agent, enabling automated interaction and control of mobile interfaces.

Key Capabilities

  • Mobile GUI Automation: Specifically fine-tuned for tasks involving mobile Graphical User Interfaces.
  • Structured Output: Generates responses in a unique "Thought + Action + tool_call" format, facilitating clear and actionable instructions for GUI manipulation.
  • Contextual Understanding: Processes user queries and task progress, integrating this information to guide its actions.
  • Coordinate System Integration: Operates within a 0-999 coordinate grid, allowing for precise targeting and interaction with GUI elements.

How it's Different

Unlike general-purpose instruction-tuned models, this model is explicitly trained for the nuances of mobile GUI interaction. Its specialized output format and focus on coordinate-based actions make it a targeted solution for developing automated mobile agents. The integration of "Thought" and "tool_call" alongside "Action" provides a more robust and interpretable control mechanism compared to models that might only output simple actions.

When to Use This Model

This model is ideal for applications requiring automated control, testing, or interaction with mobile device GUIs. Use cases include:

  • Developing intelligent agents for mobile app testing.
  • Automating repetitive tasks within mobile applications.
  • Creating conversational interfaces that can manipulate mobile UIs.
  • Research into advanced human-computer interaction for mobile platforms.

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