Run a local LLM on your laptop in 2026 with Ollama. Hardware needs, install steps, model picks, and common mistakes covered
Category: Artificial Intelligence
Learn how AI technology works with practical guides covering AI laptops, hardware, local AI, performance, and more.
Mac or Windows for AI work in 2026? Compare NPU performance, local LLM support, ML frameworks, and on-device AI to find the right platform for your workflow.
How long do AI laptops last before needing an upgrade? Covers VRAM obsolescence timelines, physical lifespan data, GPU longevity by tier, and when to replace yours.
Hardware requirements for fine-tuning a small LLM on a laptop in 2026. Covers QLoRA VRAM minimums, Apple Silicon vs NVIDIA, Unsloth setup, and what to avoid.
Local AI vs cloud AI in 2026: a clear breakdown of privacy, cost, performance, and which tasks belong on each platform. Includes hybrid strategy guidance.
Find out exactly how much VRAM you need for LLM inference, fine-tuning, image generation, and video AI in 2026 — with a full breakdown by model size and workload type.
Learn what an NPU is, how it works, and whether it actually helps with AI workloads in 2026. Covers LLMs, image generation, TOPS ratings, and what NPUs genuinely do well.
CUDA vs Apple Metal for machine learning in 2026: a clear breakdown of performance, ecosystem, inference vs training, and which platform fits your workflow.