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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