DeepSeek-671B Distributed Deployment
1. Overview a. This guide describes the deployment of the DeepSeek-671B model across two servers, each equipped with 8x NVIDIA L20 GPUs. The technology stack utilizes Docker for containerization, the vLLM high-performance inference engine, and the Ray distributed computing framework. b. Official Documentation: vLLM-Distributed c. The official tutorial involves complex steps requiring frequent switching between multiple SSH sessions. To simplify the process, this article consolidates and optimizes the official workflow into a systematic, one-stop deployment guide. ...