DSDE: Dynamic Speculative Decoding with KLD Stability for Real-World Serving

Mingyu Yang, Jae-Young Choi, Kihyo Moon +2

Speculative decoding accelerates large language model inference, but its reliance on a fixed speculation length is suboptimal in large-batch serving environments with diverse reque…