TLDR AI · RESEARCH & INNOVATION

SPEEDING UP LLM INFERENCE WITH COPYSPEC

arxiv.org16 min read

Summary from the TLDR AI newsletter

CopySpec is a method that accelerates LLM inference by identifying and copying repeated sequences in chat history without extra GPU memory usage. It achieves up to 3.08x speed-up on specific tasks and integrates effectively with speculative decoding for additional gains.