https://tree2601.github.io/en/tags/deepseek/ Recent content in DeepSeek on 🌲Treetopia🌲 Hugo -- 0.154.2 en Tue, 06 Jan 2026 11:16:30 +0800 https://tree2601.github.io/en/posts/2026/deepseek-671b/ Tue, 06 Jan 2026 11:16:30 +0800 https://tree2601.github.io/en/posts/2026/deepseek-671b/ <h3 id="1-overview">1. Overview</h3> <p>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.</p> <p>b. Official Documentation: <a href="https://docs.vllm.ai/en/v0.8.1/serving/distributed_serving.html">vLLM-Distributed</a></p> <p>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.</p>