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+在传给Transformer前,文本会先通过tokenizer(分词器),将原始文本分割成词汇单元(tokens),这些词汇单元对应于模型词汇表中的索引。然后,这些索引会被转换成模型能够处理的输入序列。 + +也就是上面的"LLM with me"会转成4个索引,代码如下(下面用GPT2做示例,因为GPT2是开源的): + +~~~python +from transformers import GPT2Tokenizer, GPT2Model + +# 初始化分词器和模型 +tokenizer = GPT2Tokenizer.from_pretrained('gpt2') +model = GPT2Model.from_pretrained('gpt2') +# 待向量化的文本 +text = "LLM with me" +# 分词并转换为索引 +inputs = tokenizer(text, return_tensors="pt") +# 输出token及其对应的索引 +print(inputs) +"""out: {'input_ids': tensor([[3069, 44, 351, 502]]), 'attention_mask': tensor([[1, 1, 1, 1]])} +""" +~~~ + +image-20240425205340177 + +我们可以看到"LLM with me"明明是3个词,但是输出的有4个索引。我们拆开文本来看 + +~~~python +text = "LLM" +inputs = tokenizer(text, return_tensors="pt") +print(inputs) + +# 查看索引对应的token +print(tokenizer.convert_ids_to_tokens(inputs['input_ids'][0])) + +"""out: +{'input_ids': tensor([[3069, 44]]), 'attention_mask': tensor([[1, 1]])} +['LL', 'M'] +""" +~~~ + +image-20240425205432896 + +通过上面的代码,我们发现"LLM"文本被分成了"LL"和"M"两个词。 + +为什么会被分成两个,原因是即使英文也有数十万甚至更多的词,大部分词都是通过subword(子单词)组成,也就是input可以由in和put组成。如果每个独立的词都单独做词汇会造成极大浪费,最后每次词可能要与几十万的向量去做点积。为了提高资源利用率,以及不造成数据维度爆炸,我们会现在词汇量的大小,如GPT2Tokenizer的词汇量是50257。代码如下: + +image-20240425210044737 \ No newline at end of file