Sep 1, 2026 in Quantization
KV Cache Quantization for Longer Context on the Same GPU
KV cache quantization can buy longer context without new hardware. One user went from 32k to 80k. What it saves, what it…
GPU & Hardware
5 posts with this topic.
Aug 28, 2026 in Run AI Locally
DGX Spark vs Strix Halo vs Mac Studio for Running AI at Home
DGX Spark, Strix Halo, Mac Studio or a GPU rig? One spec, memory bandwidth, decides most of a personal AI computer's speed.…
Aug 28, 2026 in Run AI Locally
The 2026 Memory Crisis and Why RAM Suddenly Costs More
The 2026 memory crisis is why RAM, SSDs and GPUs all got expensive. Here's what is happening to prices, why AI is…
Aug 25, 2026 in Run AI Locally
What Is a GPU Used for in AI? GPUs, TPUs and NPUs Explained
What is a GPU used for in AI? GPUs, TPUs and NPUs explained for beginners, with why VRAM matters and what is…
Aug 25, 2026 in Run AI Locally
What Hardware Do You Need to Run AI Models Locally? 3 Numbers
What hardware do you need to run AI models locally? VRAM, RAM and disk decide it. Here's a sizing guide for 8GB,…