FineWeb
Filtered and deduplicated web corpus with a published processing pipeline.
Resumen
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.
Grafo de tecnologías
Cómo se conecta FineWeb con el resto del stack.
Usa y depende de
- Common Crawl dataset Datasets FineWeb based on Common Crawl High ✓ source
Aplicado a
- Pretraining technique Techniques FineWeb used for Pretraining High ✓ source
Alternativas
-
Colossal Clean Crawled Corpus
dataset
Una alternativa a FineWeb · source
Comparativas
Comparativas detalladas con las alternativas anteriores.