Yunming Liao

Collaborative Speculative Inference for Efficient LLM Inference Serving

2025 · arXiv (Cornell University)

Speculative inference is a promising paradigm employing small speculative models (SSMs) as drafters to generate draft tokens, which are subsequently verified in parallel by the target large language model (LLM). This approach enhances the efficiency …