FineWeb2-HQ

FineWeb2-HQ Dataset summary FineWeb2-HQ is a high-quality, model-filtered pretraining dataset derived as a subset of FineWeb2, spanning 20 languages. It enables around 6x faster pretraining compared to the base dataset. FineWeb2-HQ was created by selecting the top 10% quality documents of FineWeb2 in each language, based on scores assigned by a deep learning classifier trained to identify structured and knowledge-rich samples using XLM-RoBERTa embeddings. Validation… See the full description on the dataset page: https://huggingface.co/datasets/epfml/FineWeb2-HQ.

Type: Dataset
Imported from Hugging Face
Popularity: 82 likes on Hugging Face
License: odc-by
Source: https://huggingface.co/datasets/epfml/FineWeb2-HQ
Updated: 2026-10-01

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