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  Despite our best efforts to filter out undesirable (i.e NSFW, toxic and biased) content and personally identifiable information (PII), there is a possibility that some documents containing harmful, toxic, or private content may still pass through our pipeline. We are committed to continuously improving our filtering processes to minimize these occurrences.
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- *Note: The 9 rounded language rows in our dataset summary table total 122.0B tokens, which corresponds to the nominal 120B public release. This public dataset represents a curated, open-source subset of AI Singapore's broader internal pre-training pool (exceeding 1 Trillion tokens).*
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  ## License
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  Despite our best efforts to filter out undesirable (i.e NSFW, toxic and biased) content and personally identifiable information (PII), there is a possibility that some documents containing harmful, toxic, or private content may still pass through our pipeline. We are committed to continuously improving our filtering processes to minimize these occurrences.
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+ *Public Subset Distinction: This public repository contains the initial 120B/122B token open-source release. The expanded 1-trillion-token SEA-Pile v2 pool referenced in later SEA-LION model iterations (e.g., v4) represents an internal expansion containing additional regional web crawls and unreleased multi-source corpora.*
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  ## License
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