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深入解析Tiktokenizer:大语言模型中核心分词技术的原理与架构
分词概念在计算机科学和语言学中有着深厚的理论基础。早期的算法,如经典统计模型中应用的方法,在处理人类语言的细微差别时常常表现不佳。随着深度学习特别是Transformer架构的出现,分词方法得到了显著改进,能够更好地捕获上下文信息、有效管理词汇量并更 ...
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