FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language Paper • 2506.20920 • Published Jun 26 • 67
The Common Pile v0.1: An 8TB Dataset of Public Domain and Openly Licensed Text Paper • 2506.05209 • Published Jun 5 • 46
SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model Paper • 2502.02737 • Published Feb 4 • 241
Towards Best Practices for Open Datasets for LLM Training Paper • 2501.08365 • Published Jan 14 • 64
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale Paper • 2406.17557 • Published Jun 25, 2024 • 98
The RefinedWeb Dataset for Falcon LLM: Outperforming Curated Corpora with Web Data, and Web Data Only Paper • 2306.01116 • Published Jun 1, 2023 • 38