DeepSeek MoE Math

Why it matters

DeepSeek MoE is state-of-the-art open. Fine-grained + shared.

The architecture

Many small experts + shared.

Fine-grained routing.

Auxiliary-loss-free load balance.

How it works end to end

DeepSeek V3 2024.

Auxiliary-free balance.

Fine-grained experts.