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Why Model Weight Doesn’t Matter Without Data Weight

  • In the GenAI arms race, larger models like 7B, 70B, and 400B parameters are gaining popularity.
  • However, feeding these massive models with low-quality or irrelevant data limits their true potential.
  • The importance of data weight is emphasized over model weight, as data quality influences the model's performance significantly.
  • Without robust, domain-relevant data, even larger models are prone to generating inaccurate results or hallucinations.

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