Hierarchical Verification of Speculative Beams for Accelerating LLM Inference

Jaydip Sen, Harshitha Puvvala, Subhasis Dasgupta

Large language models (LLMs) have achieved remarkable success across diverse natural language processing tasks but face persistent challenges in inference efficiency due to their a…