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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
在快速发展的自然语言处理(NLP)领域,分词(tokenization)作为将原始文本转换为机器可处理格式的首要环节,具有不可替代的重要性。分词过程将文本分割成离散单元——即token,这些token构成了后续分析的基础,包括词嵌入(embedding)、语法解析和模型训练等多个环节。
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