TIDE: Temporal Incremental Draft Engine for Self-Improving LLM Inference

Jiyoung Park, Hankyu Jang, Changseok Song +1

Speculative decoding can substantially accelerate LLM inference, but realizing its benefits in practice is challenging due to evolving workloads. We present TIDE (Temporal Incremen…