Category: LLMs

Why LLMs Crave GPUs and VRAM: A Quick Guide

Posted by on 10.12.25 in CPU, GPU, LLMs

Why GPUs and VRAM Running Large Language Models (LLMs) locally with tools like Ollama often hits a hardware wall. The reason? They have an insatiable appetite for GPUs and VRAM. Here’s a simple breakdown of why. An LLM’s performance hinges on three key factors: its size, memory speed, and processing architecture. In short, the VRAM […]

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