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b143332
Update web.py
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web.py
CHANGED
@@ -598,7 +598,7 @@ def web_data():
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P("""Similar to previous sections, we will present sample documents filtered out by the given quality signals.
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Most quality signals were initially introduced by Gopher """, D_cite(bibtex_key="gopher"), """ and subsequently adopted by later
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studies """, D_cite(bibtex_key="refinedweb"),D_cite(bibtex_key="dolma"),D_cite(bibtex_key="fineweb"), """(
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of each quality signal can vary significantly among different dataset pipelines, resulting in disparate
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outcomes for the same quality signals.
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In our pipeline, we referenced earlier implementations that were publicly available such as Dolma,""", D_cite(bibtex_key="dolma"), """ DataTrove, """, D_cite(bibtex_key="penedo2024datatrove"), """
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),
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P("""Similar to previous sections, we will present sample documents filtered out by the given quality signals.
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Most quality signals were initially introduced by Gopher """, D_cite(bibtex_key="gopher"), """ and subsequently adopted by later
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+
studies """, D_cite(bibtex_key="refinedweb"),D_cite(bibtex_key="dolma"),D_cite(bibtex_key="fineweb"), """(. However, we observed that, despite following the same descriptions, the implementation
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of each quality signal can vary significantly among different dataset pipelines, resulting in disparate
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outcomes for the same quality signals.
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In our pipeline, we referenced earlier implementations that were publicly available such as Dolma,""", D_cite(bibtex_key="dolma"), """ DataTrove, """, D_cite(bibtex_key="penedo2024datatrove"), """
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