AI Grimoire

Architectures / sparse

Sparse blocks

If only a fraction of the network runs for any given token, parameter count and compute cost decouple. The difficulty is not the idea but the routing — deciding which fraction, keeping the decision differentiable, and stopping every token from choosing the same expert.

1 entry.

Entries

01.05.1
Mixture-of-Experts Routingstandard
Top-k gate over expert FFNs with auxiliary load-balancing loss.
O(k·d²)