Blueprint · 10 steps · Advanced

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Deploy Your Own Open-Source LLM

Run Llama 3.1 locally with Ollama, benchmark it, then deploy a production API with vLLM and Docker.

What You'll Build

Follow these steps from start to finish. Each one builds on the last.

Step 01 Start here

What Were Building

Install Ollama

Run Your First Model

Ollama Api

Quantization

Benchmark Models

Customize With Modelfiles

Whats Next