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 license: apache-2.0
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-# 💻 EAI-Taxonomy Code w/ DCLM
+# 💻 EAI-Taxonomy Code w/ DCLM (100B sample)
 
-A high-quality code dataset curated from web data using taxonomy-based filtering, containing **100 billion tokens** of web code content.
+A  **100 billion token sample** of high-quality code curated from web data using taxonomy-based filtering.
 
 ## 🎯 Dataset Overview
 
-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 code datasets that require complex domain-specific pipelines, our approach leverages a 12-category taxonomy to efficiently identify and extract high-quality code data.
+This dataset is part of the [**Essential-Web**](https://huggingface.co/datasets/EssentialAI/essential-web-v1.0) project, which introduces a new paradigm for dataset curation using expressive metadata and simple semantic filters. Unlike traditional code datasets that require complex domain-specific pipelines, our approach leverages a 12-category taxonomy to efficiently identify and extract high-quality code data.
 
 **💡 EAI-Taxonomy Code w/ DCLM** (100B tokens): Documents targeting code documentation that exhibit intermediate to advanced reasoning, combined with the DCLM classifier to filter for instruction-dense documents. Also includes mathematics content (`51 - Mathematics`) to match the scope of existing code datasets.