To accelerate the intelligent transformation and upgrading, Xfusion has realized the full-scenario AI infrastructure layout from training to reasoning through a full range of AI servers, Fusion AI Space large model acceleration software stack and hyper-converged training and promotion all-in-one machine. At the same time, it is also found that AI still faces three major challenges when it is implemented in the industry: Inference scenarios have more requirements for general computing, data storage, and security in addition to AI computing, and system cost and scalability are key factors for customer procurement; Enterprise production environments have much higher requirements for AI accuracy than consumer scenarios, and model accuracy needs to be continuously optimized in combination with production data; The complex components of AI systems bring about problems such as difficult deployment and slow launch, which do not meet the business agility requirements of modern organizations. Based on this, Super Fusion follows the design concept of lightweight AI inference infrastructure, continuous AI evolution, and out-of-the-box use, and launches a hyper-converged training and promotion machine:
Resource layer: full integration of computing, storage, network, intelligence, and security resources, 1 set of 3 sets, lightweight start, and on-demand expansion;
Platform layer: integration of AI Space fine-tuning, knowledge base, large and small model calls and other fine-tuning and multi-task computing power scheduling technologies to help large models be available for enterprise-level production;
Model application layer: model pre-integration, hourly AI online; application-issuance-management-recycling intelligent computing full life cycle service experience.
The emergence of a large number of AI innovative applications has become an industry consensus, and AI will be everywhere from the center to the edge. The AI ​​era requires both powerful computing performance and flexibility, inclusiveness, and easy accessibility of computing power. Super Fusion's hyper-converged training and promotion machine, created through the collaboration and deep integration of software and hardware, will provide a new path for accelerating the implementation of AI innovative applications.