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@@ -8,7 +8,7 @@ A high-quality mathematics dataset curated from web data using taxonomy-based fi
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  ## 🎯 Dataset Overview
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- This dataset is part of the **EssentialWeb** project, which introduces a new paradigm for dataset curation using expressive metadata and simple semantic filters. Unlike traditional math datasets that require complex domain-specific pipelines, our approach leverages a 12-category taxonomy to efficiently identify and extract high-quality mathematical content.
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  **🔬 Taxonomy Math w/ FM** (34B tokens): Documents labeled as `51 - Mathematics` in our taxonomy, with all 116M recalled documents then scored by the FineMath classifier and filtered to the top 34B tokens.
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  ## 🎯 Dataset Overview
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+ This dataset is part of the [**Essential-Web**](https://huggingface.co/datasets/EssentialAI/essential-web) project, which introduces a new paradigm for dataset curation using expressive metadata and simple semantic filters. Unlike traditional math datasets that require complex domain-specific pipelines, our approach leverages a 12-category taxonomy to efficiently identify and extract high-quality mathematical content.
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  **🔬 Taxonomy Math w/ FM** (34B tokens): Documents labeled as `51 - Mathematics` in our taxonomy, with all 116M recalled documents then scored by the FineMath classifier and filtered to the top 34B tokens.
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