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Helping you deliver high-performance, cost-efficient AI inference at scale with GPUs and TPUs

The pace of progress with AI model architectures is staggering, driven by breakthrough inventions such as Transformer, and by rapid growth in high-quality training data. In generative AI, for instance, large language models (LLMs) have been growing in size by as much as 10x per year. Organizations are deploying these AI models in their products …

Machine learning masters massive data sets: Algorithm breaks the exabyte barrier

A machine-learning algorithm demonstrated the capability to process data that exceeds a computer’s available memory by identifying a massive data set’s key features and dividing them into manageable batches that don’t choke computer hardware. Developed at Los Alamos National Laboratory, the algorithm set a world record for factorizing huge data sets during a test run …