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Software Optimization for Generative AI

  • Ishneet Kaur Dua,
  • Parth Girish Patel

摘要

As generative artificial intelligence (AI) models continue to grow in size and complexity, the computational demands and environmental impact of training and deploying these models have become significant concerns. Large language models and other generative AI systems can consume enormous amounts of energy and contribute substantially to carbon emissions. To address these challenges, optimizing the software that powers generative AI is crucial for achieving sustainability and reducing the environmental footprint of these technologies.