Update README.md
Browse files
README.md
CHANGED
|
@@ -8,7 +8,7 @@ A high-quality mathematics dataset curated from web data using taxonomy-based fi
|
|
| 8 |
|
| 9 |
## 🎯 Dataset Overview
|
| 10 |
|
| 11 |
-
This dataset is part of the **
|
| 12 |
|
| 13 |
**🔬 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.
|
| 14 |
|
|
|
|
| 8 |
|
| 9 |
## 🎯 Dataset Overview
|
| 10 |
|
| 11 |
+
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.
|
| 12 |
|
| 13 |
**🔬 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.
|
| 14 |
|