Dao-Min Wei

vSkipper: Translating Dynamic Layer Skipping into LLM Serving Gains

Dynamic layer skipping reduces LLM computation by allowing each token to execute only a subset of the model's layers. However, existing skippers rely on specialized generation loops and do not integrate with modern serving engines. As a result, fewer executed layers do not necessarily translate into lower serving laten...