Docker Articles
15 articles
GPU / CUDA / Docker 部署兼容性清单：从镜像到模型服务
Curated guide用版本矩阵、镜像 digest、模型校验、GPU 可见性、安全边界和功能验收，把消费级 GPU 部署记录整理成可复用的兼容性案例。
Ray + vLLM 离线多节点部署：从可复现安装到安全运维
Curated guide把 Ray wheelhouse、GPU 容器、并行策略、私有网络、认证、健康检查和回滚拆开，避免把一条历史启动命令误当成生产保证。
DevOps 交付手册：Git、GitLab、Docker 与可恢复的发布流程
Curated guide把版本控制、CI/CD、容器、GitLab 运维、备份恢复和常见故障整理成一条适合小团队落地的交付与回滚路径。
Agent Swarm: 部署一个自主协作的 AI 编程团队
Introduction to Agent Swarm, an open-source multi-agent AI operating system, with a step-by-step focus on offline deployment of its Docker-based Lead and Worker architecture.
从零搭建 vLLM 多节点推理集群：Docker 部署全流程实战
手把手教你用 Docker + Ray + vLLM 在多节点 GPU 集群上部署 70B+ 大模型推理服务，覆盖在线/离线安装、模型选型、性能调优与生产运维。
New-API 部署同一模型双进程双端口：实现负载均衡与高可用的完整指南
Deploy two New-API processes for the same model on separate ports to achieve load balancing and high availability, with complete Docker Compose configuration and tuning notes.
Running DeepSeek-V4-Flash-0731 on 8x RTX 4090D with Docker
Step-by-step guide to building a Docker image and serving DeepSeek-V4-Flash-0731 on 8x RTX 4090D consumer GPUs using the vLLM SM89 fork.
Multi-Node LLM Serving: vLLM + Ray
End-to-end offline deployment of vLLM with Ray across two nodes in Docker, covering worker discovery, tensor-parallel inference, and automated health checks.
Deploying MiniCPM5-1B with llama.cpp
Offline deployment of MiniCPM5-1B using llama.cpp server in Docker, with Open-WebUI frontend and CPU-only inference configuration.
Deploying MiniCPM5-1B with Ollama
Offline deployment of MiniCPM5-1B using Ollama and Open-WebUI in Docker, covering image loading, model import, and CPU-only inference setup.
以ubuntu:latest为例
Docker engine installation on Ubuntu using the official repository method, with post-install permissions and basic container management commands.
DM8 Docker 镜像
Running DM8 (达梦数据库) in Docker, including image pull, initialization, and basic SQL client configuration for development and testing.
Tag navigation
Featured tags