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yucc-leon avatar yucc-leon commented on August 29, 2024 1

#3 The term "unique tokens" refers to the total count of distinct token instances in the dataset after tokenization, not the size of the vocabulary. When a dataset mentions "622B+ unique tokens," it means there are over 622 billion distinct occurrences of tokens identified using a specific tokenizer, like StarCoderV2's, after processing and deduplicating the dataset. It's about the total unique token occurrences, not the number of different words or symbols. 术语“唯一标记”是指标记化后数据集中不同标记实例的总数,而不是词汇表的大小。当数据集提到“622B+ 唯一标记”时,这意味着在处理和删除重复数据集后,使用特定标记生成器(例如 StarCoderV2 的标记生成器)识别出超过 6220 亿个不同的标记。它与唯一标记出现的总数有关,而不是不同单词或符号的数量。

Thanks for the clarification!

from starcoder2.

udaygiri avatar udaygiri commented on August 29, 2024

#3
The term "unique tokens" refers to the total count of distinct token instances in the dataset after tokenization, not the size of the vocabulary. When a dataset mentions "622B+ unique tokens," it means there are over 622 billion distinct occurrences of tokens identified using a specific tokenizer, like StarCoderV2's, after processing and deduplicating the dataset. It's about the total unique token occurrences, not the number of different words or symbols.

from starcoder2.

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