Choosing the right LLM for every request: vLLM Semantic Router
As the number of available language and multimodal models grows, selecting the right model becomes a systems challenge. Different models offer different capabilities, latency and cost profiles, while applications may also need to account for privacy, safety and infrastructure constraints.
Join Xunzhuo Liu, co-founder of vLLM Semantic Router and first author of vLLM Semantic Router: Signal Driven Decision Routing for Mixture-of-Modality Models. He will introduce a framework that analyzes signals from each request and uses configurable decision rules to route it to an appropriate model or compute backend.
About Nebius Science Paper Club
Nebius Science Paper Club is a webinar series led by Nebius researchers. Each session brings together paper authors and practitioners to discuss new ideas, research, and discoveries in AI.
The session is open to researchers, engineers, students, and anyone interested in knowledge distillation, model compression, and computer vision.