Local AI
5 pieces on Local AI.
News & Analysis
NVIDIA PAIR Routes Local AI Requests Across Nodes, Cuts Demo Time 2x
NVIDIA's PAIR beta distributes inference across local GPU nodes via Ollama and LM Studio, showing ~2x faster completion in a three-node demo.
Nvidia PAIR Federates Idle Home Computers Into Local AI Clusters
Nvidia's free, open-source PAIR software links idle home PCs and Macs into a distributed local inference cluster, announced at IFA 2026.
zg Unifies ripgrep, BM25, and Vector Search in Two MCP Tools
Qwen developers release zg (zvec-grep), an Apache 2.0 npm tool that puts ripgrep, BM25, and on-device vector search behind two MCP tools — no GPU required.
Four-Layer Local AI Stack Runs SLMs With No Cloud Dependency
A practical framework for serving, IDE integration, terminal automation, and retrieval — assembling open-weight 1B–14B models into a real development workflow.
Muse Glimmer 30B Hits 127 tok/s Locally via DFlash Speculative Decoding
Meta's Muse Glimmer 30B runs at up to 127 tokens/second on an RTX 3090 using llama.cpp, DFlash speculative decoding, and the Pi coding agent.