"dataset" Papers

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FineWeb2: One Pipeline to Scale Them All — Adapting Pre-Training Data Processing to Every Language

Guilherme Penedo, Hynek Kydlíček, Vinko Sabolčec et al.

COLM 2025paperarXiv:2506.20920
48
citations

SmolLM2: When Smol Goes Big — Data-Centric Training of a Fully Open Small Language Model

Loubna Ben allal, Anton Lozhkov, Elie Bakouch et al.

COLM 2025paper

Yourbench: Dynamic Evaluation Set Generation with LLMs

Sumuk Shashidhar, Clémentine Fourrier, Alina Lozovskaya et al.

COLM 2025paper