Rigour-matched audit compares periodic-step layer skipping methods ConfLayers and SWIFT for efficient LLM inference; includes analysis of trained routing alternatives
Read the original at arxiv.org→arXiv:2608.28846v1 Announce Type: new Abstract: Layer-skipping methods for efficient LLM inference decide, at some granularity, which transformer layers to execute for a given input. We present a rigor-matched,...
Original headline: "A rigor-matched audit of periodic-step layer skipping for efficient llm inference: conflayers versus swift, with a supplemental analysis of trained routing alternatives"