---
title: GUI-Owl-7B-4bit
canonical_url: "https://www.modelscope.cn/models/mlx-community/GUI-Owl-7B-4bit"
md_url: "https://www.modelscope.cn/models/mlx-community/GUI-Owl-7B-4bit.md"
repository: mlx-community/GUI-Owl-7B-4bit
last_updated: 2025-09-22
license: apache-2.0
model_type:
  - qwen2_5_vl
architectures:
  - Qwen2_5_VLForConditionalGeneration
base_model:
  - mPLUG/GUI-Owl-7B
base_model_relation: quantized
library_name:
  - safetensors
  - pytorch
frameworks:
  - pytorch
inference_backends:
  - "deploy_task vlm/text/emb"
  - "lmdeploy 0.9.1"
  - "sglang 0.5.2"
  - "vllm 0.9.2"
downloads: 195
stars: 1
---

# GUI-Owl-7B-4bit

> GUI-Owl-7B-4bit - mlx-community 在 ModelScope 开源的模型。This model is convert by mlxvlm from mPLUG/GUI-Owl-7B

mlx-community/GUI-Owl-7B-4bit 是 ModelScope 魔搭社区上的机器学习模型，采用 apache-2.0 许可，基于 mPLUG/GUI-Owl-7B 构建，可用 deploy_task vlm/text/emb、lmdeploy 0.9.1、sglang 0.5.2 部署。

- **Repository**: mlx-community/GUI-Owl-7B-4bit
- **License**: apache-2.0
- **Base model**: mPLUG/GUI-Owl-7B
- **Inference backends**: deploy_task vlm/text/emb, lmdeploy 0.9.1, sglang 0.5.2, vllm 0.9.2
- **Downloads**: 195
- **Stars**: 1
- **Last updated**: 2025-09-22

Source: https://www.modelscope.cn/models/mlx-community/GUI-Owl-7B-4bit

---

This model is convert by mlx_vlm from [mPLUG/GUI-Owl-7B](https://huggingface.co/mPLUG/GUI-Owl-7B/edit/main/README.md)

## Model Description
GUI-Owl is a model series developed as part of the Mobile-Agent-V3 project. It achieves state-of-the-art performance across a range of GUI automation benchmarks, including ScreenSpot-V2, ScreenSpot-Pro, OSWorld-G, MMBench-GUI, Android Control, Android World, and OSWorld. 


### ScreenSpot-V2, ScreenSpot-Pro and OSWorld-G
<img src="https://github.com/X-PLUG/MobileAgent/blob/main/Mobile-Agent-v3/assets/screenspot_v2.jpg?raw=true" width="80%"/>
<img src="https://github.com/X-PLUG/MobileAgent/blob/main/Mobile-Agent-v3/assets/screenspot_pro.jpg?raw=true" width="80%"/>
<img src="https://github.com/X-PLUG/MobileAgent/blob/main/Mobile-Agent-v3/assets/osworld_g.jpg?raw=true" width="80%"/>

### Android World and OSWorld-Verified
<img src="https://github.com/X-PLUG/MobileAgent/blob/main/Mobile-Agent-v3/assets/online.jpg?raw=true" width="60%"/>


## Quick Start
```shell
mlx_vlm.generate --model mlx-community/GUI-Owl-7B-4bit \
  --max-tokens 1024 \
  --temperature 0.0 \
  --prompt "List all contacts’ names and their corresponding grounding boxes([x1, y1, x2, y2]) from the left sidebar of the IM chat interface, return the results in JSON format." \
  --image https://wechat.qpic.cn/uploads/2016/05/WeChat-Windows-2.11.jpg
```