Dataset · Hugging Face

guidelabs/fineweb-atlas

Name: fineweb-atlas
Creator: guidelabs
License: odc-by
Keywords: task_categories:text-classification, task_categories:text-retrieval, task_categories:feature-extraction, annotations_creators:machine-generated, source_datasets:HuggingFaceFW/fineweb, language:en, license:odc-by, size_categories:1B<n<10B, format:parquet, modality:tabular, modality:text, library:datasets, library:dask, library:polars, library:mlcroissant

FineWeb Atlas (v0.1) FineWeb Atlas annotates 14.9 million FineWeb documents (95.5M chunks, 10.2B tokens) with 16,790 human-readable concepts spanning entities, topics, tones, and document types. Each chunk receives ~15 concept labels on average. The release includes chunk- and document-level annotations, a concept metadata table with prevalence stats, a reverse index for concept-first retrieval, and a packed cooccurrence matrix. For background on how the atlas was built, see the… See the full description on the dataset page: https://huggingface.co/datasets/guidelabs/fineweb-atlas.

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Author / organization	guidelabs
License (as declared)	odc-by
Downloads	440 (as reported by Hugging Face)
Likes	11
Created	3 March 2026
Last updated at source	23 March 2026

finewebconcept-annotationtopic-modelingtext-miningcooccurrencetaxonomy

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