baidu
/

ERNIE-4.5-VL-28B-A3B-Thinking

Image-Text-to-Text

ernie4_5_moe_vl

Model card Files Files and versions

Instructions to use baidu/ERNIE-4.5-VL-28B-A3B-Thinking with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use baidu/ERNIE-4.5-VL-28B-A3B-Thinking with Transformers:

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

pipe = pipeline("image-text-to-text", model="baidu/ERNIE-4.5-VL-28B-A3B-Thinking", 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 AutoModelForMultimodalLM
model = AutoModelForMultimodalLM.from_pretrained("baidu/ERNIE-4.5-VL-28B-A3B-Thinking", trust_remote_code=True, dtype="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

How to use baidu/ERNIE-4.5-VL-28B-A3B-Thinking with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "baidu/ERNIE-4.5-VL-28B-A3B-Thinking"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "baidu/ERNIE-4.5-VL-28B-A3B-Thinking",
		"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/baidu/ERNIE-4.5-VL-28B-A3B-Thinking

How to use baidu/ERNIE-4.5-VL-28B-A3B-Thinking 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 "baidu/ERNIE-4.5-VL-28B-A3B-Thinking" \
    --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": "baidu/ERNIE-4.5-VL-28B-A3B-Thinking",
		"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 "baidu/ERNIE-4.5-VL-28B-A3B-Thinking" \
        --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": "baidu/ERNIE-4.5-VL-28B-A3B-Thinking",
		"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 baidu/ERNIE-4.5-VL-28B-A3B-Thinking with Docker Model Runner:
```
docker model run hf.co/baidu/ERNIE-4.5-VL-28B-A3B-Thinking
```

I don't understand how this broken model became popular.

#7

by likewendy - opened Nov 18, 2025

demo no work and no GPU

BAIDU org Nov 18, 2025

demo no work and no GPU

what's your query?

demo no work and no GPU

what's your query?

I just tested it, but Space still doesn't have a GPU and isn't working properly.

Please add GPU support to Space.

demo no work and no GPU

what's your query?

this https://huggingface.co/spaces/baidu/ERNIE-4.5-VL-28B-A3B-Thinking

demo no work and no GPU

what's your query?

I tested it again, and it seems to be a bug, not a GPU issue.

It answers questions correctly when no image is added.

But it freezes when an image is added.

addictivepixels

demo no work and no GPU

what's your query?

I tested it again, and it seems to be a bug, not a GPU issue.

It answers questions correctly when no image is added.

But it freezes when an image is added.

Zero issues here using space https://huggingface.co/spaces/baidu/ERNIE-4.5-VL-28B-A3B-Thinking:

Took it about 60 seconds but it did respond.

•

edited Nov 20, 2025

demo no work and no GPU

what's your query?

I tested it again, and it seems to be a bug, not a GPU issue.

It answers questions correctly when no image is added.

But it freezes when an image is added.

Zero issues here using space https://huggingface.co/spaces/baidu/ERNIE-4.5-VL-28B-A3B-Thinking:

Took it about 60 seconds but it did respond.

Okay, I see.

Could you make it output its thought process? So that people won't think it's stuck.

likewendy changed discussion status to closed Nov 20, 2025

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