ailocalinference

Tools & Frameworks

The software ecosystem of local AI

3 modules4 lessons10 questions

01 The OG — llama.cpp

Where It All Started

llama.cpp is the granddaddy of local AI! It proved that you don't need a supercomputer to run a smart AI. 🧙‍♂️

02 NVIDIA DGX Spark & GB10 Superchip

The Deskside AI Supercomputer

NVIDIA's DGX Spark is like having a datacenter supercomputer right under your desk! Powered by the GB10 chip with 128GB unified memory, it runs massive models locally without needing cloud APIs. 🖥️⚡

Strengths, Weaknesses & Clustering

DGX Spark is super fast and private, but it costs a lot. The best part? You can chain two of them together to run ultra-huge 405B models! 🔗

03 Easy Mode

Ollama — AI Made Simple

Ollama is like an App Store for AI. Instead of doing complicated computer stuff, you just click 'Run' and it handles the rest! 🛍️