Bosgame, a technology-based electronic product brand, has demonstrated distributed inference of the DeepSeek-V3.1 671B-parameter model on its AI MAX+ 395 7-Node Cluster. Built from seven Bosgame M5 AI Mini PCs connected through USB4 Direct Connection, the system presents a scalable approach to private AI deployment and local large language model (LLM) inference.
As AI models continue to expand in parameter size and complexity, a single AI PC may lack the memory and computing resources required for advanced workloads. While traditional AI servers can provide the necessary computing power, their high deployment costs and infrastructure complexity can limit adoption. Enterprises and developers are therefore exploring scale-out architectures that support larger models while providing greater flexibility than conventional AI server deployments.