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The linked article is about Cerebras, a company that has developed a specialized AI hardware system capable of training large language models more efficiently than traditional GPUs. The article discusses Cerebras' efforts to train a version of the popular LLaMA AI model, demonstrating significant performance improvements over GPU-based training. The company's Wafer Scale Engine, a single-chip system designed for AI workloads, is highlighted as a key factor in their ability to accelerate the training process for large language models.