Ren et al. (2024b) analyzed the training dynamics of a single-layer Transformer on a synthetic dataset, showing that the optimization process consists of a sample-intensive stage followed by a sample-efficient stage.

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 (1)

• Transformer concept