AINeutralarXiv – CS AI · 3h ago6/10
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Continual Model Routing in Evolving Model Hubs
Researchers introduce Continual Model Routing (CMR), a framework addressing the challenge of efficiently selecting from thousands of pre-trained models in expanding AI hubs. They present CMRBench, a large-scale benchmark with over 2,000 candidate models, and CARvE, a contrastive embedding method that outperforms existing routing strategies as model repositories grow.