local-ai
AIFLUX 3 Image Klein: an open image model that runs on an 8GB GPU
Black Forest Labs' FLUX 3 Image Klein packs text-to-image, editing and multi-reference generation into 5.6B parameters. What it does, the hardware it needs, the license terms, and how to try it.
TechMac Studio M5 Ultra with 512GB: what it means for running big AI models at home
Apple's M5 Ultra Mac Studio goes up to 512GB of unified memory at 1.2TB/s. Here's what that lets you run, what it costs to start, and the trade-offs.
AIPerplexity Computer now runs fully locally on Mac: what you need and what stays private
Perplexity's Computer agent can now run entirely on Apple silicon Macs, even offline, using Qwen 3.6 or PPLX Pro. Who gets it, the memory you need, and how it compares with Hybrid Compute.
TechNVIDIA RTX Spark laptops: 128GB of unified memory on Windows, explained
RTX Spark laptops landed Oct 16, 2026 from $2,599 with up to 128GB of unified memory. Here's what's inside, what models fit and who it's for.
TechCan you run an AI model bigger than your RAM? mmap and offloading, explained
Your model is bigger than your GPU, or even your RAM. Here's how llama.cpp's mmap, GPU-layer offload and MoE options help, and the speed cost.
TechUnified memory explained: Mac Studio vs RTX Spark vs a desktop GPU for local AI
Three ways to run big AI models at home in late 2026. How unified memory differs from VRAM, and what Apple's and NVIDIA's specs say about capacity and speed.