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CycleQD is a model merging framework that uses Quality Diversity techniques to evolve swarms of specialized agents. By combining model merging, SVD-based mutations, and diversity-focused selection, it boosts performance in coding, OS, and database tasks while maintaining general language capabilities. blog: https://sakana.ai/cycleqd/ paper: https://arxiv.org/abs/2410.14735
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