Vulkan

2026-03-14

Mamba Meets Vulkan: Running Nemotron-3-Super on Consumer AMD Hardware

NVIDIA's 120B Mamba-2 hybrid model just became runnable on consumer AMD GPUs. Here's why that matters.

2026-02-22

The Full Stack: Running LLM, Image, and Video Generation on One Machine

How I set up a complete local AI stack — text, image, and video generation — on a single machine with zero cloud dependency. All Vulkan, all coexisting, all free.