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Scikit-LLM vs. Traditional Text Classifiers: When Should You Use an LLM?

中文摘要

探讨Scikit-LLM与传统机器学习分类器的区别,分析在文本分类任务中选择大语言模型的时机。

English Summary

This article compares Scikit-LLM with traditional text classifiers to determine when LLMs are preferable for text classification tasks.

Original Excerpt

In recent years, generative AI models like LLMs (large language models) have gradually taken over classical machine learning ones for addressing certain tasks, for instance, text classification .