Scaling Fine-Grained MoE Beyond 50B Parameters: Empirical Evaluation and Practical Insights

Jakub Krajewski, Marcin Chochowski, Daniel Korzekwa

Mixture of Experts (MoE) architectures have emerged as pivotal for scaling Large Language Models (LLMs) efficiently. Fine-grained MoE approaches - utilizing more numerous, smaller…