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README.md
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## Dataset Summary
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SkyPile-150B is created to serve as a large-scale Chinese dataset for pre-training of large language models. It is taken from publicly available Chinese Internet web pages. Through strict filtering and extensive deduplication then sensitive data filtering, At the same time, fastText and Bert are used to filter low-quality data.
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The public part of SkyPile-150B contains approximately 166M individual web pages, with an average of over 1k Chinese characters, a total of approximately 150B tokens, and 592G plain text data.
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## Language
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Since toxic or biased data is prevalent on the Internet, although we filter it using specific URL filtering methods, users should be aware.
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## Social Impact of Dataset
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With the open source release of SkyPile-150B, we aim to increase access to high-quality web data which has typically been held private by model developers. We believe this release will in turn improve the accessibility and the spread of performant large language models.
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## Dataset Summary
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SkyPile-150B is created to serve as a large-scale Chinese dataset for pre-training of large language models. It is taken from publicly available Chinese Internet web pages. Through strict filtering and extensive deduplication then sensitive data filtering, At the same time, fastText and Bert are used to filter low-quality data.
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The public part of SkyPile-150B contains approximately 166M individual web pages, with an average of over 1k Chinese characters, a total of approximately 150B tokens, and 592G plain text data.
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## Language
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Since toxic or biased data is prevalent on the Internet, although we filter it using specific URL filtering methods, users should be aware.
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## Social Impact of Dataset
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With the open source release of SkyPile-150B, we aim to increase access to high-quality web data which has typically been held private by model developers. We believe this release will in turn improve the accessibility and the spread of performant large language models.
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