A router that first classifies a prompt into a category and then picks a single expert LLM for that category lets a composition of open-weight models reach Arena-Hard 59.4 with roughly 31 billion active parameters.
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1 Pith paper cite this work. Polarity classification is still indexing.
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Composition of Experts: A Modular Compound AI System Leveraging Large Language Models
A router that first classifies a prompt into a category and then picks a single expert LLM for that category lets a composition of open-weight models reach Arena-Hard 59.4 with roughly 31 billion active parameters.