Instructions to use deepseek-ai/deepseek-vl2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use deepseek-ai/deepseek-vl2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("image-text-to-text", model="deepseek-ai/deepseek-vl2")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("deepseek-ai/deepseek-vl2", dtype="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps
- vLLM
How to use deepseek-ai/deepseek-vl2 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "deepseek-ai/deepseek-vl2" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "deepseek-ai/deepseek-vl2", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/deepseek-ai/deepseek-vl2
- SGLang
How to use deepseek-ai/deepseek-vl2 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 "deepseek-ai/deepseek-vl2" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "deepseek-ai/deepseek-vl2", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'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 "deepseek-ai/deepseek-vl2" \ --host 0.0.0.0 \ --port 30000 # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:30000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "deepseek-ai/deepseek-vl2", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use deepseek-ai/deepseek-vl2 with Docker Model Runner:
docker model run hf.co/deepseek-ai/deepseek-vl2
model-download
#19 opened 3 months ago
by
Fly1fish
DeepSeekvl2有api接口嘛
#18 opened 8 months ago
by
Jansu2025
Update config.json
#17 opened 11 months ago
by
shalf
logits
#16 opened about 1 year ago
by
BarryPan12138
Finetuning Deepseek-Vl2
#15 opened about 1 year ago
by
keertika
main diffeences between models
3
#14 opened over 1 year ago
by
leoBabyeater
Base model please?
#13 opened over 1 year ago
by
deltanym
noaux_tc not supported for training
#12 opened over 1 year ago
by
chocoded
deepseek_vl2 error
3
#11 opened over 1 year ago
by
bako96
Update README.md
#10 opened over 1 year ago
by
doosys
Update README.md
#9 opened over 1 year ago
by
doosys
I can't get the model to run.
8
#8 opened over 1 year ago
by
andresinaka
Request a demo huggingface space
👍 2
#7 opened over 1 year ago
by
programmnix-askui
Update README.md
#6 opened over 1 year ago
by
Aziz15
running on Ollama
➕🔥 14
3
#5 opened over 1 year ago
by
Torino2
Run on vLLM
7
#3 opened over 1 year ago
by
Dayubian
Original Text-Only LLMs
👍👀 7
#2 opened over 1 year ago
by
Fizzarolli