AWS Machine Learning Blog·· 4 天前
Fine-tune a search agent with multi-turn RL on Amazon SageMaker AI
Fine-tune a search agent with multi-turn RL on Amazon SageMaker AI
中文摘要
微调可以教会一个小型搜索代理你的工具和环境，使其在更低的延迟和成本下，具备前沿模型的可靠性。在本文中，我们使用多轮强化学习（MTRL）在Amazon SageMaker AI上对一个由大型语言模型驱动的搜索代理进行微调，并分享我们在检索质量和可靠性方面测量到的提升。
英文原文
Fine-tuning teaches a small search agent your tools and environment, giving it the reliability of a frontier model at lower latency and cost. In this post, we fine-tune an LLM-powered search agent with multi-turn reinforcement learning (MTRL) on Amazon SageMaker AI and share the gains we measured in retrieval quality and reliability.
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来源：AWS Machine Learning Blog · aws.amazon.com