Eric Kim

Closer Look at Efficient Inference Methods: A Survey of Speculative Decoding

2024 · arXiv (Cornell University)

Efficient inference in large language models (LLMs) has become a critical focus as their scale and complexity grow. Traditional autoregressive decoding, while effective, suffers from computational inefficiencies due to its sequential token generation process. Speculative …