Nvidia's PAIR for Local Multi-PC Inference: A Test Run
Nvidia's PAIR tool promises distributed local inference, but its network complexity makes the bundled llama.cpp speedups the only immediate practical win.
Nvidia's PAIR tool promises distributed local inference, but its network complexity makes the bundled llama.cpp speedups the only immediate practical win.
Perplexity's hybrid compute for Mac uses a local LLM as a privacy gate for cloud queries, offering a practical security architecture for sensitive data.
DeepSeek's V4 splits into Pro and Flash on a 16T-param open-weight base — here's what breaks in your API calls and which tier is worth the VRAM.