Deploy Qwen 2.5

Comprehensive LLM series from Alibaba Cloud, excelling in coding, math, and multilingual support.

⭐ 50.0k stars📜 Apache License 2.0🔴 Advanced⏱ ~20 minutes

What You’ll Get

A fully working Qwen 2.5 instance running on your server. Your data stays on your hardware — no third-party access, no usage limits, no surprise invoices.

Prerequisites

A server with Docker and Docker Compose installed (setup guide)
A domain name pointed to your server (optional but recommended)
Basic terminal access (SSH)

The Config

Create a directory for Qwen 2.5 and add this docker-compose.yml:


# -------------------------------------------------------------------------
# 🚀 Created and distributed by The AltStack
# 🌍 https://thealtstack.com
# -------------------------------------------------------------------------
 
version: '3.8'
 
services:
  ollama-qwen:
    image: ollama/ollama:latest
    container_name: ollama-qwen
    restart: unless-stopped
    ports:
      - "11438:11434"
    volumes:
      - ollama_qwen:/root/.ollama
 
volumes:
  ollama_qwen:

Let’s Ship It


# Create a directory
mkdir -p /opt/qwen && cd /opt/qwen
 
# Create the docker-compose.yml (paste the config above)
nano docker-compose.yml
 
# Pull images and start
docker compose up -d
 
# Watch the logs
docker compose logs -f

Post-Deployment Checklist

Service is accessible on the configured port
Admin account created (if applicable)
Reverse proxy configured (Caddy guide)
SSL/HTTPS working
Backup script set up (backup guide)
Uptime monitor added (Uptime Kuma)

The “I Broke It” Section

Container won’t start?


docker compose logs qwen | tail -50

Port already in use?


# Find what's using the port
lsof -i :PORT_NUMBER

Need to start fresh?


docker compose down -v  # ⚠️ This deletes volumes/data!
docker compose up -d