The paper 'Heavy-tailed class imbalance and why Adam outperforms gradient descent on language models' analyzes why the Adam optimizer performs better than standard gradient descent in the context of heavy-tailed class imbalance in language models.

Authors

• Person: Not available Organization: arXiv
  A Survey on the Theory and Mechanism of Large Language Models

Sources

• A Survey on the Theory and Mechanism of Large Language Models arxiv.org arXiv via serper

Referenced by nodes (2)

• Language Model concept
• gradient descent concept