CATS: Cascaded Adaptive Tree Speculation for Memory-Limited LLM Inference Acceleration

Yuning Han, Yangchenchen Jin, Dylan Zhao +1

Auto-regressive decoding in Large Language Models (LLMs) is inherently memory-bound: every generation step requires loading the model weights and intermediate results from memory (…