FineWeb
Filtered and deduplicated web corpus with a published processing pipeline.
Überblick
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.
Technologiegraph
Wie FineWeb mit dem übrigen Stack zusammenhängt.
Nutzt und hängt ab von
- Common Crawl dataset Datasets FineWeb based on Common Crawl High ✓ source
Angewendet auf
- Pretraining technique Techniques FineWeb used for Pretraining High ✓ source
Alternativen
-
Colossal Clean Crawled Corpus
dataset
Eine Alternative zu FineWeb · source
Vergleiche
Detaillierte Gegenüberstellungen mit den Alternativen oben.