Deep Papers
Deep Papers
Arize AI
Merge, Ensemble, and Cooperate! A Survey on Collaborative LLM Strategies
28 minutes Posted Dec 10, 2024 at 5:00 pm.
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LLMs have revolutionized natural language processing, showcasing remarkable versatility and capabilities. But individual LLMs often exhibit distinct strengths and weaknesses, influenced by differences in their training corpora. This diversity poses a challenge: how can we maximize the efficiency and utility of LLMs?A new paper, "Merge, Ensemble, and Cooperate: A Survey on Collaborative Strategies in the Era of Large Language Models," highlights collaborative strategies to address this challen...