Getting-Started
The AI Market Panic Explained: Why Running Local Models Puts You on the Right Side of the Gap
A speculative fiction piece crashed stocks $100B+ in a day. IBM dropped 13%. The real story isn't the doom — it's the capability-dissipation gap, and where you sit on it.
Ubuntu 26.04 Is Built for Local AI — What Actually Changes
Ubuntu 26.04 LTS packages NVIDIA CUDA and AMD ROCm in official repos. No more external downloads or dependency nightmares. What's confirmed and what it means for local AI.
Qwen 3.5 Locally — 27B vs 35B-A3B vs 122B, Which Model Fits Your GPU
Qwen 3.5 27B dense vs 35B-A3B MoE vs 122B-A10B compared for local inference. VRAM tables, tok/s benchmarks on RTX 3090 and Mac, thinking mode setup, and which to pick for your hardware.
LiquidAI LFM2: The First Hybrid Model Built for Your Hardware
LFM2-24B-A2B runs at 112 tok/s on CPU with only 2.3B active params. Not a transformer. GGUF files from 13.5GB, Ollama and llama.cpp setup, and where it beats Qwen.
The Local AI Complexity Cliff: Why the Jump from Hello World to Useful Is So Hard
Getting Ollama running takes 5 minutes. Building something useful takes weeks of hitting walls you didn't know existed. Here's an honest map of every stage, with time estimates and what unlocks at each level.
Open WebUI Setup Guide: ChatGPT UI for Local AI
1 Docker command gives you a ChatGPT-like interface for any Ollama model. 120K+ GitHub stars, built-in RAG, voice chat, and multi-model switching—all running locally.
Ollama Troubleshooting Guide: Every Common Problem and Fix
GPU not detected? Running at 1/30th speed on CPU? OOM crashes mid-generation? Every common Ollama error with exact diagnostic commands and fixes for Mac, Windows, and Linux. Updated for v0.17.7 and Qwen 3.5.
Ollama vs LM Studio: Speed, Setup, and Verdict
Ollama gives you a CLI with 100+ models and an OpenAI-compatible API. LM Studio gives you a visual GUI with one-click downloads. Most power users run both—here's when to use each.
Run Your First Local LLM in 15 Minutes
Install Ollama, pull a model, and chat with AI offline—all in 15 minutes. Works on any Mac, Windows, or Linux machine with 8GB RAM. No accounts, no API keys, no fees.