A naukri.com initiative
Arxiv
2d
272
Image Credit: Arxiv
SpecRouter: Adaptive Routing for Multi-Level Speculative Decoding in Large Language Models
- Large Language Models (LLMs) face a trade-off between inference quality and computational cost.
- Existing serving strategies lack dynamic adaptation to user requests and system performance changes.
- SpecRouter introduces a framework for adaptive routing in LLM inference through multi-level speculative decoding.
- It includes mechanisms for adaptive model chain scheduling, multi-level collaborative verification, and synchronized state management.
Read Full Article
16 Likes
For uninterrupted reading, download the app