Instructions to use InfiX-ai/InfiGUI-G1-3B with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use InfiX-ai/InfiGUI-G1-3B with Transformers:

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

pipe = pipeline("image-text-to-text", model="InfiX-ai/InfiGUI-G1-3B")
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 AutoProcessor, AutoModelForImageTextToText

processor = AutoProcessor.from_pretrained("InfiX-ai/InfiGUI-G1-3B")
model = AutoModelForImageTextToText.from_pretrained("InfiX-ai/InfiGUI-G1-3B")
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?"}
        ]
    },
]
inputs = processor.apply_chat_template(
	messages,
	add_generation_prompt=True,
	tokenize=True,
	return_dict=True,
	return_tensors="pt",
).to(model.device)

outputs = model.generate(**inputs, max_new_tokens=40)
print(processor.decode(outputs[0][inputs["input_ids"].shape[-1]:]))

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use InfiX-ai/InfiGUI-G1-3B with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "InfiX-ai/InfiGUI-G1-3B"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "InfiX-ai/InfiGUI-G1-3B",
		"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/InfiX-ai/InfiGUI-G1-3B

SGLang

How to use InfiX-ai/InfiGUI-G1-3B 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 "InfiX-ai/InfiGUI-G1-3B" \
    --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": "InfiX-ai/InfiGUI-G1-3B",
		"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 "InfiX-ai/InfiGUI-G1-3B" \
        --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": "InfiX-ai/InfiGUI-G1-3B",
		"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 InfiX-ai/InfiGUI-G1-3B with Docker Model Runner:
```
docker model run hf.co/InfiX-ai/InfiGUI-G1-3B
```

Improve model card: Add project page link and evaluation section, update citation

by nielsr HF Staff - opened Aug 12, 2025

base: refs/heads/main

←

from: refs/pr/2

Discussion Files changed

+93

-3

nielsr

Aug 12, 2025

This PR improves the model card for InfiGUI-G1-3B by:

Adding a direct link to the project's official website (https://osatlas.github.io/), which was previously missing, for easier access to resources.
Including the comprehensive "Evaluation" section from the upstream GitHub repository, providing users with instructions and details for reproducing the model's results.
Correcting the author list in the BibTeX entry for the InfiGUIAgent paper to align with the official GitHub repository's citation information.

Please review and merge this PR if everything looks good.

Improve model card: Add project page link and evaluation section, update citation21c457f6

SiriusL changed pull request status to merged Aug 12, 2025

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