Instructions to use tencent/POINTS-GUI-G with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use tencent/POINTS-GUI-G with Transformers:

# Use a pipeline as a high-level helper
from transformers import pipeline

pipe = pipeline("image-text-to-text", model="tencent/POINTS-GUI-G", trust_remote_code=True)
messages = [
    {
        "role": "user",
        "content": [
            {"type": "image", "url": "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/p-blog/candy.JPG"},
            {"type": "text", "text": "What animal is on the candy?"}
        ]
    },
]
pipe(text=messages)

# Load model directly
from transformers import AutoModelForCausalLM
model = AutoModelForCausalLM.from_pretrained("tencent/POINTS-GUI-G", trust_remote_code=True, device_map="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use tencent/POINTS-GUI-G with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "tencent/POINTS-GUI-G"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "tencent/POINTS-GUI-G",
		"messages": [
			{
				"role": "user",
				"content": [
					{
						"type": "text",
						"text": "Describe this image in one sentence."
					},
					{
						"type": "image_url",
						"image_url": {
							"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
						}
					}
				]
			}
		]
	}'

Use Docker

docker model run hf.co/tencent/POINTS-GUI-G

SGLang

How to use tencent/POINTS-GUI-G with SGLang:

Install from pip and serve model

# Install SGLang from pip:
pip install sglang
# Start the SGLang server:
python3 -m sglang.launch_server \
    --model-path "tencent/POINTS-GUI-G" \
    --host 0.0.0.0 \
    --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "tencent/POINTS-GUI-G",
		"messages": [
			{
				"role": "user",
				"content": [
					{
						"type": "text",
						"text": "Describe this image in one sentence."
					},
					{
						"type": "image_url",
						"image_url": {
							"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
						}
					}
				]
			}
		]
	}'

Use Docker images

docker run --gpus all \
    --shm-size 32g \
    -p 30000:30000 \
    -v ~/.cache/huggingface:/root/.cache/huggingface \
    --env "HF_TOKEN=<secret>" \
    --ipc=host \
    lmsysorg/sglang:latest \
    python3 -m sglang.launch_server \
        --model-path "tencent/POINTS-GUI-G" \
        --host 0.0.0.0 \
        --port 30000
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:30000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "tencent/POINTS-GUI-G",
		"messages": [
			{
				"role": "user",
				"content": [
					{
						"type": "text",
						"text": "Describe this image in one sentence."
					},
					{
						"type": "image_url",
						"image_url": {
							"url": "https://cdn.britannica.com/61/93061-050-99147DCE/Statue-of-Liberty-Island-New-York-Bay.jpg"
						}
					}
				]
			}
		]
	}'

Docker Model Runner
How to use tencent/POINTS-GUI-G with Docker Model Runner:
```
docker model run hf.co/tencent/POINTS-GUI-G
```

YuanLiuuuuuu commited on Feb 5

Commit

8e456dd

verified ·

1 Parent(s): 0982264

Update README.md

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README.md +3 -2

README.md CHANGED Viewed

@@ -13,6 +13,7 @@ tags:
 - GUI
 - GUI-Grounding
 - Vision-language
 ---
 <p align="center">
@@ -37,7 +38,7 @@ tags:
 ## News
 - 🔜 <b>Upcoming:</b> The <b>End-to-End GUI Agent Model</b> is currently under active development and will be released in a subsequent update. Stay tuned!
-- 🚀 2026.02.06: We are pleased to present <b>POINTS-GUI-G</b>, our specialized GUI Grounding Model. To facilitate reproducible evaluation, we provide comprehensive scripts and guidelines in our <a href="https://github.com/Tencent/POINTS-GUI/tree/main/evaluation">GitHub Repository</a>.
 ## Introduction
@@ -323,4 +324,4 @@ If you use this model in your work, please cite the following paper:
   journal={arXiv preprint arXiv:2405.11850},
   year={2024}
 }
-```

 - GUI
 - GUI-Grounding
 - Vision-language
+- multimodal
 ---
 <p align="center">
 ## News
 - 🔜 <b>Upcoming:</b> The <b>End-to-End GUI Agent Model</b> is currently under active development and will be released in a subsequent update. Stay tuned!
+- 🚀 2026.02.06: We are happy to present <b>POINTS-GUI-G</b>, our specialized GUI Grounding Model. To facilitate reproducible evaluation, we provide comprehensive scripts and guidelines in our <a href="https://github.com/Tencent/POINTS-GUI/tree/main/evaluation">GitHub Repository</a>.
 ## Introduction
   journal={arXiv preprint arXiv:2405.11850},
   year={2024}
 }
+```