Using vLLM to deploy LLM as an API to accelerate inference

Based on practical tests, deploying omost-llama-3-8b on an A100 using torch==2.3.0+cu118, vllm==0.5.0.post1+cu118, and xformers==0.0.26.post1+cu118 works well. if want to speed up the process, can refer to this setup.

vllm: https://docs.vllm.ai/en/stable/getting_started/quickstart.html