AI tutorial - IT technology blog

How to Install and Use LM Studio: Run Local AI Models with a Desktop GUI

LM Studio is a desktop app that lets you download, run, and manage large language models locally on Windows, macOS, and Linux — no Docker or terminal setup required. It includes a built-in OpenAI-compatible API server, so your existing code can switch from paid APIs to local inference with a single line change. This guide walks through installation, model setup, server configuration, and performance testing.
Linux tutorial - IT technology blog

Mastering Linux Memory Overcommit: Configure vm.overcommit_memory for Database and AI Workloads in Production

Linux memory overcommit lets the kernel promise more RAM than physically exists — a gamble that ends badly for production databases and AI services when the OOM killer strikes at 2 AM. This guide covers how vm.overcommit_memory modes work, how to configure them correctly for PostgreSQL and ML workloads, and how to monitor commit usage before it becomes a crisis.