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Although filtering reduced the exchanges by about 75% (leaving roughly 7.5% of the full data dump), this dataset is still intended as a large-scale dump. For best training results, further curation to target high-signal data relevant to your goals is recommended.
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## License
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Although filtering reduced the exchanges by about 75% (leaving roughly 7.5% of the full data dump), this dataset is still intended as a large-scale dump. For best training results, further curation to target high-signal data relevant to your goals is recommended.
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In addition to the raw text, the dataset includes supporting columns such as characters, words, tokens, and turns. These provide length statistics and turn counts per exchange, which can be used for sampling, weighting, or filtering strategies.
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## License
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