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Understanding the Resources Consumed by AI Models and Their Environmental Impact

  • Training large language models like GPT-3 requires significant computational resources, consuming over 1.25 billion watt-hours of energy.
  • Data storage for AI models can require petabytes of storage, consuming significant energy and power.
  • The network infrastructure and data transfer also contribute to the environmental impact of AI.
  • AI development efforts and office spaces contribute to the overall energy footprint.

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