Local Hardware Costs

Local Hardware Costs

  • Different hardware can imply different operation cost for the same value.
  • For example, choice to run a LM locally on an external graphic card can incur big expenses, as shown in The HARD Truth About Hosting Your Own LLMs (opens in a new tab)
    • high cost of the graphic card itself
    • high cost of the electricity it consumes (imply it running 24/7 by default)

From Local LLM Challenge | Speed vs Efficiency (opens in a new tab)

Energy consumption

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Heat

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Noise

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Example: Which is louder: Intel i9 MacBook Pro, M2 Max MacBook Pro, or M3 Max MacBook Pro? (opens in a new tab)

Required cooling

Cost

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