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Inference Optimization

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Saturday, 5 September 2026

NVIDIA Releases Personal AI Router (PAIR): An Open Source Virtual Inference Router that Distributes Local AI Requests Across RTX, DGX Spark, and Mac Nodes

MarkTechPost 1 month ago 31 ● 7 sources

NVIDIA released Personal AI Router (PAIR), a virtual inference router that discovers compatible local machines and schedules independent inference requests across them while proxying existing Ollama and LM Studio endpoints. In its five-subagent demo using Qwen 3.6 35B A3B, it reduced average runtime from 18 minutes on one RTX Spark laptop to 8 minutes 48 seconds on a three-device cluster. This changes local multi-agent inference by routing each request to a single eligible node instead of letting requests contend on one machine, without pooling VRAM or sharding a single request.

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