Datasets:
josh-sematic
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Update README.md
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README.md
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@@ -493,6 +493,15 @@ This indicates that a substantial amount of data in Fineweb-Edu is present acros
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The total token count in the deduplicated dataset is approximately 375 billion, compared to the
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1,320 billion tokens in Fineweb-Edu.
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## Embeddings
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To support use cases with Fineweb-Edu such as classification, clustering, semantic search, etc.,
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The total token count in the deduplicated dataset is approximately 375 billion, compared to the
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1,320 billion tokens in Fineweb-Edu.
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<figure>
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<img src="https://cdn-uploads.huggingface.co/production/uploads/646516d2200b583e1e50faf8/mUFyO1fUWJEXbYwiteR9e.png" width="750" style="margin-left:auto; margin-right: auto"/>
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<figcaption style="text-align: center; margin-left: auto; margin-right: auto; font-style: italic;">
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A histogram of the `count` column. Histogram was generated using a 500k row sample after
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performing global per-row text duplication counting.
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</figcaption>
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</figure>
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## Embeddings
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To support use cases with Fineweb-Edu such as classification, clustering, semantic search, etc.,
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