Total runs:
6.5M
Run Growth:
5.2M
Growth Rate:
79.61%
Sponsored by
Vmake Labs Video Enhancer
zai-org / AutoGLM-Phone-9B-Multilingual
Model's Last Updated: January 07 2026
image-text-to-text
Introduction of AutoGLM-Phone-9B-Multilingual
Model Details of AutoGLM-Phone-9B-Multilingual
AutoGLM-Phone-9B-Multilingual
👋 Join our WeChat community
⚠️ This project is intended for research and educational purposes only .
Any use for illegal data access, system interference, or unlawful activities is strictly prohibited.
Please review our Terms of Use carefully.
Project Overview
Phone Agent
is a mobile intelligent assistant framework built on
AutoGLM
, capable of understanding smartphone screens through multimodal perception and executing automated operations to complete tasks.
The system controls devices via
ADB (Android Debug Bridge)
, uses a
vision-language model
for screen understanding, and leverages
intelligent planning
to generate and execute action sequences.
Users can simply describe tasks in natural language—for example,
“Open Xiaohongshu and search for food recommendations.”
Phone Agent will automatically parse the intent, understand the current UI, plan the next steps, and carry out the entire workflow.
The system also includes:
- Sensitive action confirmation mechanisms
- Human-in-the-loop fallback for login or verification code scenarios
- Remote ADB debugging , allowing device connection via WiFi or network for flexible remote control and development
Model Usage
We provide an open-source model usage guide to help you quickly download and deploy the model.
Please visit our
GitHub
for detailed instructions.
-
The model architecture is identical to
GLM-4.1V-9B-Thinking.
For deployment details, see the GLM-V repository.
Citation
If you find our work helpful, please cite the following paper:
@article{liu2024autoglm,
title={Autoglm: Autonomous foundation agents for guis},
author={Liu, Xiao and Qin, Bo and Liang, Dongzhu and Dong, Guang and Lai, Hanyu and Zhang, Hanchen and Zhao, Hanlin and Iong, Iat Long and Sun, Jiadai and Wang, Jiaqi and others},
journal={arXiv preprint arXiv:2411.00820},
year={2024}
}
@article{xu2025mobilerl,
title={MobileRL: Online Agentic Reinforcement Learning for Mobile GUI Agents},
author={Xu, Yifan and Liu, Xiao and Liu, Xinghan and Fu, Jiaqi and Zhang, Hanchen and Jing, Bohao and Zhang, Shudan and Wang, Yuting and Zhao, Wenyi and Dong, Yuxiao},
journal={arXiv preprint arXiv:2509.18119},
year={2025}
}
Runs of zai-org AutoGLM-Phone-9B-Multilingual on huggingface.co
889
Total runs
0
24-hour runs
56
3-day runs
117
7-day runs
420
30-day runs
More Information About AutoGLM-Phone-9B-Multilingual huggingface.co Model
Url of AutoGLM-Phone-9B-Multilingual
AutoGLM-Phone-9B-Multilingual huggingface.co Url
Provider of AutoGLM-Phone-9B-Multilingual huggingface.co
Other API from zai-org
Updated:September 07 2026
Total runs:
1.4M
Run Growth:
-447.0K
Growth Rate:
-31.14%
Total runs:
632.9K
Run Growth:
-299.3K
Growth Rate:
-47.29%
Total runs:
570.3K
Run Growth:
468.7K
Growth Rate:
82.17%
Total runs:
455.2K
Run Growth:
-861.7K
Growth Rate:
-189.30%
Total runs:
153.7K
Run Growth:
-23.4K
Growth Rate:
-15.22%
Total runs:
105.6K
Run Growth:
27.1K
Growth Rate:
25.71%
Total runs:
84.3K
Run Growth:
67.7K
Growth Rate:
80.33%
Total runs:
67.7K
Run Growth:
-11.8K
Growth Rate:
-17.43%
Total runs:
60.5K
Run Growth:
4.4K
Growth Rate:
7.30%
Total runs:
55.8K
Run Growth:
-31.7K
Growth Rate:
-56.77%
Total runs:
41.8K
Run Growth:
-42.2K
Growth Rate:
-100.95%
Total runs:
39.0K
Run Growth:
25.5K
Growth Rate:
65.50%
Total runs:
35.6K
Run Growth:
34.2K
Growth Rate:
96.04%
Total runs:
26.4K
Run Growth:
-237.5K
Growth Rate:
-899.48%
Total runs:
21.4K
Run Growth:
-251.3K
Growth Rate:
-1173.78%
Total runs:
18.4K
Run Growth:
-32.2K
Growth Rate:
-174.57%
Total runs:
16.2K
Run Growth:
-5.6K
Growth Rate:
-34.47%
Total runs:
13.6K
Run Growth:
-8.4K
Growth Rate:
-61.42%
Total runs:
11.8K
Run Growth:
-8.9K
Growth Rate:
-75.28%
Total runs:
11.2K
Run Growth:
-3.0K
Growth Rate:
-27.09%
Total runs:
10.8K
Run Growth:
-3.2K
Growth Rate:
-29.17%
Total runs:
8.2K
Run Growth:
-2.0K
Growth Rate:
-24.13%
Total runs:
6.6K
Run Growth:
1.1K
Growth Rate:
16.61%
Total runs:
6.5K
Run Growth:
-11.3K
Growth Rate:
-175.10%
Total runs:
5.7K
Run Growth:
-44.9K
Growth Rate:
-790.07%
Total runs:
4.3K
Run Growth:
578
Growth Rate:
13.35%
Total runs:
2.8K
Run Growth:
-5.7K
Growth Rate:
-202.37%
Total runs:
2.1K
Run Growth:
440
Growth Rate:
21.18%
Total runs:
2.0K
Run Growth:
-3.3K
Growth Rate:
-166.38%
Total runs:
1.8K
Run Growth:
-11.3K
Growth Rate:
-623.05%
Total runs:
1.8K
Run Growth:
-507
Growth Rate:
-28.53%
Total runs:
1.5K
Run Growth:
-501
Growth Rate:
-33.36%
Total runs:
1.3K
Run Growth:
-386
Growth Rate:
-29.49%
Total runs:
1.1K
Run Growth:
118
Growth Rate:
10.61%
Total runs:
1.0K
Run Growth:
627
Growth Rate:
60.29%
Total runs:
923
Run Growth:
-2.0K
Growth Rate:
-221.89%
Total runs:
760
Run Growth:
290
Growth Rate:
38.16%
Total runs:
754
Run Growth:
-240
Growth Rate:
-31.83%
Total runs:
732
Run Growth:
-120
Growth Rate:
-16.39%
Total runs:
750
Run Growth:
94
Growth Rate:
12.84%
Total runs:
704
Run Growth:
-533
Growth Rate:
-75.71%
Total runs:
670
Run Growth:
45
Growth Rate:
6.72%
Total runs:
611
Run Growth:
153
Growth Rate:
25.04%
Total runs:
587
Run Growth:
-1.3K
Growth Rate:
-215.67%
Total runs:
519
Run Growth:
-112
Growth Rate:
-21.58%
Total runs:
505
Run Growth:
-55
Growth Rate:
-10.89%
Total runs:
502
Run Growth:
226
Growth Rate:
45.02%
Total runs:
443
Run Growth:
-353
Growth Rate:
-79.68%
Total runs:
423
Run Growth:
-235
Growth Rate:
-55.56%
Total runs:
379
Run Growth:
-188
Growth Rate:
-49.60%
Total runs:
331
Run Growth:
92
Growth Rate:
27.79%
Total runs:
314
Run Growth:
20
Growth Rate:
6.37%
Total runs:
307
Run Growth:
277
Growth Rate:
90.23%
Total runs:
289
Run Growth:
-51
Growth Rate:
-17.65%
Total runs:
283
Run Growth:
-31
Growth Rate:
-10.95%
Total runs:
280
Run Growth:
-9
Growth Rate:
-3.21%
Total runs:
278
Run Growth:
-1
Growth Rate:
-0.36%
Total runs:
276
Run Growth:
2
Growth Rate:
0.72%
Total runs:
243
Run Growth:
-25
Growth Rate:
-10.29%
Total runs:
240
Run Growth:
35
Growth Rate:
14.58%
Total runs:
232
Run Growth:
25
Growth Rate:
10.78%
Total runs:
226
Run Growth:
17
Growth Rate:
7.52%
Total runs:
224
Run Growth:
30
Growth Rate:
13.39%