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What is Survey of Speculative Decoding in LLMs about?

The document presents a comprehensive survey on speculative execution in large language models (LLMs), addressing the critical issue of inference efficiency and latency in LLM decoding. It introduces the concept of speculative execution, which allows for parallel verification of tokens drafted through heuristic methods, significantly improving decoding speed. The survey categorizes existing literature, highlights key challenges, and outlines future directions for research in this promising area.

Author

notedprowl0p

Language

EN