Xing-Yao Li

SP$^2$ec: Adaptive Self-Speculative Decoding for Vision-Language Models

Speculative Decoding (SD) has demonstrated its efficacy in accelerating large language model inference, but for Vision-Language Models (VLMs), the diverse input modalities make it difficult for a small trained drafter to achieve consistently high throughput. Self-speculative decoding reuses parts of the target model as...