BriefGPT.xyz
May, 2023
大型语言模型程序
Large Language Model Programs
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Imanol Schlag, Sainbayar Sukhbaatar, Asli Celikyilmaz, Wen-tau Yih, Jason Weston...
TL;DR
通过使用嵌入式算法来扩展预训练语言模型的能力,作者提出了一种证据支持的问答方法来展示这种方法的优势,相比于传统的fine-tuning方法,该方法获得了6.4%的改进。
Abstract
In recent years, large
pre-trained language models
(LLMs) have demonstrated the ability to follow instructions and perform novel tasks from a few examples. The possibility to parameterise an LLM through such
in-context
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