---
library_name: transformers
license: apache-2.0
pipeline_tag: image-text-to-text
tags:
- multimodal
- gui
---

# MobiMind-Grounder-3B Model

This is the Grounder Model of [MobiAgent](https://github.com/IPADS-SAI/MobiAgent) with 3B parameters, capable of low-level UI element grounding in GUI agent task execution, as presented in the paper [MobiAgent: A Systematic Framework for Customizable Mobile Agents](https://huggingface.co/papers/2509.00531).

## About MobiAgent

**MobiAgent** is a powerful mobile agent system including:

*   **An agent model family**: MobiMind
*   **An agent acceleration framework**: AgentRR
*   **An agent benchmark**: MobiFlow

**System Architecture:**

<div align="center">
<p align="center">
  <img src="https://raw.githubusercontent.com/IPADS-SAI/MobiAgent/main/assets/arch.png" width="100%"/>
</p>
</div>

## Evaluation Results

<table>
  <tr>
    <td><img src="https://raw.githubusercontent.com/IPADS-SAI/MobiAgent/main/assets/result1.png" width="100%"/></td>
    <td><img src="https://raw.githubusercontent.com/IPADS-SAI/MobiAgent/main/assets/result2.png" width="100%"/></td>
    <td><img src="https://raw.githubusercontent.com/IPADS-SAI/MobiAgent/main/assets/result3.png" width="100%"/></td>
  </tr>
</table>
## Usage

Deploy model inference service with vLLM:

```bash
vllm serve IPADS-SAI/MobiMind-Grounder-3B
```

For more usage details, e.g., execute GUI tasks with ADB or our Android App, please refer to our [repo](https://github.com/IPADS-SAI/MobiAgent)!