Technology

AI Over-training: Less Really More?

Researchers caution that excessive pre-training of large language models can be detrimental to their performance. Similar to the butterfly effect, overtraining can make AI models overly sensitive to minor changes, ultimately hindering their effectiveness.
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1 min read
AI Over-training: Less Really More?

🚨 New research says 'catastrophic overtraining' can harm large language AI models! More data isn't always better - overtraining makes them too sensitive & can hurt performance. #AI #MachineLearning #Overtraining

  1. Over-training LLMs can hurt performance.
  2. Excessive pre-training makes models too sensitive.
  3. Small data changes can negatively impact over-trained models.

'Catastrophic overtraining' could harm large language AI models that are trained on more data for the sake of training

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