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Hands-on guides and free tools for builders running LLMs, Immich, Frigate, Paperless-ngx, and Docker on real homelab hardware. No fluff. No paid placements.

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Running this homelab since 2022 No paid placements 50+ tools tested in real builds

By Mustafa

Engineer running 24/7 homelab — Proxmox, Synology, NVIDIA, Pi 5, UniFi

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Can You Run Llama, Qwen, or DeepSeek on Your Hardware?

Pick your GPU and RAM — see exactly which local LLMs will run, with real tokens-per-second estimates. Updated for 2026.

Can I Run This LLM Locally?

Select your hardware → see which models you can actually run, with real performance estimates.

GPU / Accelerator System RAM Use case

Estimates are based on community-reported benchmarks. Actual performance varies by quantization, context length, and backend (Ollama, llama.cpp, vLLM). Amazon links are affiliate links — we may earn a commission at no extra cost to you.

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AI Hardware

Hailo-8L on Raspberry Pi 5: the install I keep notes on

Adding a 13 TOPS AI accelerator to your Pi 5 is straightforward until it isn't. Here's what actually works, and the one step I always have to look up.