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Oct, 2023
AutoMix: 自动混合语言模型
AutoMix: Automatically Mixing Language Models
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Aman Madaan, Pranjal Aggarwal, Ankit Anand, Srividya Pranavi Potharaju, Swaroop Mishra...
TL;DR
基于自校验机制和计算成本优化,本研究提出了AutoMix方法,通过策略性地将查询导向更大的语言模型,从而超越现有基线模型,提高成本效益。
Abstract
large language models
(LLMs) are now available in various sizes and configurations from cloud API providers. While this diversity offers a broad spectrum of choices, effectively leveraging the options to optimize
comput
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