Instructions to use 5CD-AI/Vintern-1B-v3_5 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

Libraries

How to use 5CD-AI/Vintern-1B-v3_5 with Transformers:

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

pipe = pipeline("image-text-to-text", model="5CD-AI/Vintern-1B-v3_5", 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 AutoModel
model = AutoModel.from_pretrained("5CD-AI/Vintern-1B-v3_5", trust_remote_code=True, dtype="auto")

Notebooks
Google Colab
Kaggle
Local Apps Settings

vLLM

How to use 5CD-AI/Vintern-1B-v3_5 with vLLM:

Install from pip and serve model

# Install vLLM from pip:
pip install vllm
# Start the vLLM server:
vllm serve "5CD-AI/Vintern-1B-v3_5"
# Call the server using curl (OpenAI-compatible API):
curl -X POST "http://localhost:8000/v1/chat/completions" \
	-H "Content-Type: application/json" \
	--data '{
		"model": "5CD-AI/Vintern-1B-v3_5",
		"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/5CD-AI/Vintern-1B-v3_5

SGLang

How to use 5CD-AI/Vintern-1B-v3_5 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 "5CD-AI/Vintern-1B-v3_5" \
    --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": "5CD-AI/Vintern-1B-v3_5",
		"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 "5CD-AI/Vintern-1B-v3_5" \
        --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": "5CD-AI/Vintern-1B-v3_5",
		"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 5CD-AI/Vintern-1B-v3_5 with Docker Model Runner:
```
docker model run hf.co/5CD-AI/Vintern-1B-v3_5
```

namdx

by donam236 - opened Apr 12, 2025

base: refs/heads/main

←

from: refs/pr/3

Discussion Files changed

+15

-11

This PR is in draft mode

Files changed (1) hide show

README.md +15 -11

README.md CHANGED Viewed

@@ -66,13 +66,6 @@ The model can be customized for specific tasks with minimal effort.
 </div>
-## Llama.cpp - Realtime CPU demo by ngxson.
-<div style="display: flex; justify-content: center; align-items: center;">
-  <img src="https://cdn-uploads.huggingface.co/production/uploads/6336b5c831efcb5647f00170/l7HDtxU4x7sctZvahDoLA.gif" />
-</div>
-Github: https://github.com/ngxson/vintern-realtime-demo Thanks Son :)
 ## Examples
@@ -86,6 +79,21 @@ Github: https://github.com/ngxson/vintern-realtime-demo Thanks Son :)
   <img src="https://cdn-uploads.huggingface.co/production/uploads/6336b5c831efcb5647f00170/N_tT8gSLayhrfrVTMCeT9.png" width="400"/>
 </div>
 ## Quickstart
@@ -201,10 +209,6 @@ print(f'User: {question}\nAssistant: {response}')
 #print(f'User: {question}\nAssistant: {response}')
 ```
-## 🚀🛠️ Fine-tune using your own data 📂✨
-https://colab.research.google.com/drive/1Iu6ssNvlA2bNGlOLq7xR0l-5qtBIqul4
 ## Citation
 ```

 </div>
 ## Examples
   <img src="https://cdn-uploads.huggingface.co/production/uploads/6336b5c831efcb5647f00170/N_tT8gSLayhrfrVTMCeT9.png" width="400"/>
 </div>
+<div style="display: flex; justify-content: center; align-items: center;">
+  <img src="https://cdn-uploads.huggingface.co/production/uploads/6336b5c831efcb5647f00170/wUM70ifQSpdbO_dLH1TLO.png" width="300" style="margin-right: 10px;"/>
+  <img src="https://cdn-uploads.huggingface.co/production/uploads/6336b5c831efcb5647f00170/yxWlGKMP7458UbtIzosUK.png" width="300"/>
+</div>
+<!-- <div style="display: flex; justify-content: center; align-items: center;">
+  <img src="https://cdn-uploads.huggingface.co/production/uploads/6336b5c831efcb5647f00170/SH7-fvyZok9Kqm1XoD4E0.png" width="200" style="margin-right: 10px;"/>
+  <img src="https://cdn-uploads.huggingface.co/production/uploads/6336b5c831efcb5647f00170/6gyL4ymSWyuHwfy9dVVju.png" width="500"/>
+</div>
+ -->
+<div style="display: flex; justify-content: center; align-items: center;">
+  <img src="https://cdn-uploads.huggingface.co/production/uploads/6336b5c831efcb5647f00170/s4j3m7iUqj9LUVtHvdU2x.png" width="300" style="margin-right: 10px;"/>
+  <img src="https://cdn-uploads.huggingface.co/production/uploads/6336b5c831efcb5647f00170/OD6igRwEmnKt92wy4dCzx.png" width="300"/>
+</div>
 ## Quickstart
 #print(f'User: {question}\nAssistant: {response}')
 ```
 ## Citation
 ```