How to Deploy Llama 2 on DigitalOcean for $5/month: Complete Self-Hosting Guide

Описание и применение

Пошаговый гид по развертыванию Llama 2 на DigitalOcean за $5/мес: установка Droplet, Docker, Ollama, Nginx, и настройка API.

Задача

High cost and vendor lock‑in of cloud LLM APIs for teams with large token volumes.

Результат

A fully functional Llama 2 7B chat API runs on a $5/month Droplet, handling production workloads with 50‑200 ms latency and no vendor lock‑in.

Рабочий процесс

• Create a DigitalOcean Droplet (Ubuntu 22.04, $5/month)
• SSH into the Droplet and update the system
• Install Docker and essential tools
• Install Ollama via its install script and enable the service
• Pull the Llama 2 7B‑chat‑q4_K_M model with ollama pull
• Test the model with ollama run
• Install Nginx and create a self‑signed SSL certificate
• Configure Nginx as a reverse proxy with rate limiting and authentication
• Restart Nginx and verify the public API endpoint

Доказательства

I deployed this exact stack across 47 production systems. The setup takes about 30 minutes.

Источник

For teams processing >50M tokens monthly, self-hosting saves $2,000+/month.

Источник