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Merge, Ensemble, and Cooperate! A Survey on Collaborative LLM Strategies

Deep Papers

CHAPTER

Exploring Collaborative Strategies Between Language Models

This chapter explores recent developments in collaborative strategies among language models, introducing the Pareto frontier metric to evaluate performance versus training resources. It also discusses a new model with analytical reasoning abilities and categorizes collaboration methods into merging, ensemble, and cooperative approaches.

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