Text Generation
Transformers
Safetensors
Korean
English
medical
healthcare
korean
english
gemma4
lora
Instructions to use ZeroOneAI/ZEO-Med-2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use ZeroOneAI/ZEO-Med-2 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-generation", model="ZeroOneAI/ZEO-Med-2")# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("ZeroOneAI/ZEO-Med-2", device_map="auto") - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- vLLM
How to use ZeroOneAI/ZEO-Med-2 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "ZeroOneAI/ZEO-Med-2" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "ZeroOneAI/ZEO-Med-2", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }'Use Docker
docker model run hf.co/ZeroOneAI/ZEO-Med-2
- SGLang
How to use ZeroOneAI/ZEO-Med-2 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 "ZeroOneAI/ZEO-Med-2" \ --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": "ZeroOneAI/ZEO-Med-2", "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 "ZeroOneAI/ZEO-Med-2" \ --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": "ZeroOneAI/ZEO-Med-2", "prompt": "Once upon a time,", "max_tokens": 512, "temperature": 0.5 }' - Docker Model Runner
How to use ZeroOneAI/ZEO-Med-2 with Docker Model Runner:
docker model run hf.co/ZeroOneAI/ZEO-Med-2
Access ZEO Med 2
ZEO Med 2, including the LoRA adapter weights, is released under the Apache License 2.0. Commercial use, modification and redistribution are permitted under that license. Access is granted automatically once you share your contact information.
By requesting access you confirm that you have read the Apache License 2.0 and the medical-use limitations described in this model card.
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