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The Standard Performance Evaluation Corporation SPEC a nonprofit corporation establishes and maintains standardized vendoragnostic benchmarks and tools to evaluate performance and energy efficiency for the newest generations of computing systems. In the rapidly evolving field of artificial intelligence AI and machine learning ML enhancing the accuracy and computational efficiency of large models remains a critical challenge. As of 2024 there are over 100 commercial large language models worldwide with OpenAIs ChatGPT boasting more than 500 million users. The swift development of these models is driving significant advances in AI capabilities.