FineWeb
Filtered and deduplicated web corpus with a published processing pipeline.
Aperçu
FineWeb is a 15-trillion-token web corpus derived from Common Crawl, released together with the exact filtering and deduplication steps used to produce it. It solves the problem that most published corpora document their contents but not their construction, leaving any difference in results unattributable. It exists as a corpus built to be reproducible, which makes it usable as a baseline rather than just as data.
Graphe des technologies
Comment FineWeb se rattache au reste de la pile.
Utilise et dépend de
- Common Crawl dataset Datasets FineWeb based on Common Crawl High ✓ source
Appliqué à
- Pretraining technique Techniques FineWeb used for Pretraining High ✓ source
Alternatives
-
Colossal Clean Crawled Corpus
dataset
Une alternative à FineWeb · source
Comparaisons
Comparaisons détaillées avec les alternatives ci-dessus.