Instructions to use fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct with Transformers:

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

pipe = pipeline("image-text-to-text", model="fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct", 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 AutoModelForSeq2SeqLM
model = AutoModelForSeq2SeqLM.from_pretrained("fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct", trust_remote_code=True, dtype="auto")

Notebooks
Google Colab
Kaggle
Local Apps

vLLM

How to use fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct",
		"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/fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct

SGLang

How to use fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct 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 "fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct" \
    --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": "fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct",
		"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 "fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct" \
        --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": "fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct",
		"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 fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct with Docker Model Runner:
```
docker model run hf.co/fudan-generative-ai/Bard-VL-B32-Mask-4B-Distil-Instruct
```

Add model card

by nielsr HF Staff - opened 14 days ago

base: refs/heads/main

←

from: refs/pr/3

Discussion Files changed

+38

-0

nielsr

14 days ago

Hi! I'm Niels, part of the community science team at Hugging Face. I'm opening this pull request to add a model card to this repository. This model card provides essential information about BARD-VL, including links to the paper, project page, and code, as well as a sample inference command from the official repository. A well-documented model card helps other researchers discover and use your work more effectively.

Add model card920da8d7

Upload images, audio, and videos by dragging in the text input, pasting, or clicking here.

Tap or paste here to upload images

Cannot merge

This branch has merge conflicts in the following files:

README.md

· Sign up or log in to comment