How to Tune llama.cpp --n-gpu-layers: A Practical VRAM Guide (2026)
You already know what --n-gpu-layers does. It moves transformer layers onto your GPU. This post is the next step: how to actually pick the number. If …
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Best Local AI Models for Each VRAM Tier (4 GB to 80 GB) in 2026
This article was originally published on runaihome.com Every "best local AI model" article skips the question that actually matters: best for what VRA…
Великий парадокс VRAM: почему мы платим миллионы за память, чтобы делать всё, лишь бы ей не пользоваться
Главный страх любого инженера ошибка CUDA Out of Memory . Мы выстраиваемся в очереди за H200 на 140 ГБ. Но как только мы спускаемся с уровня Pyt…
Best GPU for Llama 70B in 2026 (48GB+ VRAM Required)
This article was originally published on Best GPU for LLM . The full version with interactive tools, FAQ, and live pricing is on the original site. Qu…