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Last build · 2026-05-30

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← Back to Learning Paths
beginner → intermediate

Running AI Locally

Set up Ollama, LM Studio, and llama.cpp for privacy-first AI development on your own hardware.

6 hours5 modules
1

Ollama setup

Coming Soon

Install Ollama and pull your first model in under five minutes.

2

LM Studio

Coming Soon

Run quantised models with a GUI — no CLI required.

3

llama.cpp

Coming Soon

Build and run llama.cpp for maximum CPU/GPU inference performance.

4

Model quantization

Coming Soon

Trade off size and quality with GGUF and GPTQ quantisation formats.

5

GPU optimization

Coming Soon

Tune context length and batch size for your specific GPU budget.

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