Dynamic Mixture of Agents (DMoA)
Abdullah Abdulaal,
Chen Jin,
Nina Montaña-Brown,
Aryo Pradipta Gema,
Daniel C Castro,
Daniel C Alexander,
Philip Teare,
Tom Diethe,
Dino Oglic,
Amrutha Saseendran
November 2024
Abstract
A test-time LLM ensembling strategy that dynamically adapts to balance performance, diversity, and consistency, achieving state-of-the-art results.