J A B B Y A I

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Creating LLM from Scratch

  • High R&D costs, extensive expertise
  • Costly data collection and processing
  • Expensive hardware and electricity
  • High labor costs for skilled personnel
  • Months to years of development
  • Outcome: Fully customized LLM

Rebranding an Open-Source LLM

  • Minimal cost for initial model (open-source)
  • Less extensive data collection
  • Less intensive hardware needed
  • Quicker development: days to weeks
  • Lower personnel costs
  • Branding and marketing expenses
  • Outcome: New identity, marketed uniquely
  • Ethical Considerations:
    • Respect open-source community and licenses
    • Ensure transparency and fair use

Summary

  • Creating from Scratch: Focus on developing an entirely new model with high costs and long development time.
  • Rebranding: Focus on enhancing and marketing an existing model with lower technical costs but higher branding and legal expenses. Includes ethical considerations around transparency and fair use.

submitted by /u/Imaginary-Big-3677
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