AI & ML interests
We release large pre-training datasets to accelerate open LLM development. Part of the Hugging Face Science team (hf.co/science)
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Papers
FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale
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FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language
Paper • 2506.20920 • Published • 73 -
HuggingFaceFW/fineweb-2
Viewer • Updated • 4.48B • 106k • 676 -
69
Scaling FineWeb to 1000+ languages: Step 1: finding signal in 100s of evaluation tasks
📝Evaluate multilingual models using FineTasks
FineWeb-Edu datasets, classifier and ablation model
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HuggingFaceFW/fineweb-edu
Viewer • Updated • 3.5B • 346k • 787 -
HuggingFaceFW/fineweb-edu-score-2
Viewer • Updated • 13.9B • 22.4k • 81 -
HuggingFaceFW/fineweb-edu-classifier
Text Classification • 0.1B • Updated • 1.53k • • 198 -
HuggingFaceFW/ablation-model-fineweb-edu
Text Generation • 2B • Updated • 422 • 16
Ablation models trained for our data experiments.
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HuggingFaceFW/ablation-exp-textext-warc_trafilatura-28BT
Text Generation • 2B • Updated • 1 -
HuggingFaceFW/ablation-exp-textext-wet-28BT
Text Generation • 2B • Updated • 2 -
HuggingFaceFW/ablation-exp-fw-base_filtering-350BT
Text Generation • 2B • Updated -
HuggingFaceFW/ablation-exp-dedup-global_minhash-350BT
Text Generation • 2B • Updated • 1
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1.11k
FineWeb: decanting the web for the finest text data at scale
🍷Generate high-quality text data for LLMs using FineWeb
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HuggingFaceFW/fineweb
Viewer • Updated • 52.5B • 280k • 2.41k -
HuggingFaceFW/fineweb-edu
Viewer • Updated • 3.5B • 346k • 787 -
HuggingFaceFW/fineweb-edu-score-2
Viewer • Updated • 13.9B • 22.4k • 81
1.8B models trained on 350BT to compare different pretraining datasets
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HuggingFaceFW/ablation-model-fineweb-edu
Text Generation • 2B • Updated • 422 • 16 -
HuggingFaceFW/ablation-model-fineweb-v1
Text Generation • 2B • Updated • 605 • 14 -
HuggingFaceFW/ablation-model-refinedweb
Text Generation • 2B • Updated • 3 • 3 -
HuggingFaceFW/ablation-model-c4
Text Generation • 2B • Updated • 11 • 4
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FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language
Paper • 2506.20920 • Published • 73 -
HuggingFaceFW/fineweb-2
Viewer • Updated • 4.48B • 106k • 676 -
69
Scaling FineWeb to 1000+ languages: Step 1: finding signal in 100s of evaluation tasks
📝Evaluate multilingual models using FineTasks
-
1.11k
FineWeb: decanting the web for the finest text data at scale
🍷Generate high-quality text data for LLMs using FineWeb
-
HuggingFaceFW/fineweb
Viewer • Updated • 52.5B • 280k • 2.41k -
HuggingFaceFW/fineweb-edu
Viewer • Updated • 3.5B • 346k • 787 -
HuggingFaceFW/fineweb-edu-score-2
Viewer • Updated • 13.9B • 22.4k • 81
FineWeb-Edu datasets, classifier and ablation model
-
HuggingFaceFW/fineweb-edu
Viewer • Updated • 3.5B • 346k • 787 -
HuggingFaceFW/fineweb-edu-score-2
Viewer • Updated • 13.9B • 22.4k • 81 -
HuggingFaceFW/fineweb-edu-classifier
Text Classification • 0.1B • Updated • 1.53k • • 198 -
HuggingFaceFW/ablation-model-fineweb-edu
Text Generation • 2B • Updated • 422 • 16
1.8B models trained on 350BT to compare different pretraining datasets
-
HuggingFaceFW/ablation-model-fineweb-edu
Text Generation • 2B • Updated • 422 • 16 -
HuggingFaceFW/ablation-model-fineweb-v1
Text Generation • 2B • Updated • 605 • 14 -
HuggingFaceFW/ablation-model-refinedweb
Text Generation • 2B • Updated • 3 • 3 -
HuggingFaceFW/ablation-model-c4
Text Generation • 2B • Updated • 11 • 4
Ablation models trained for our data experiments.
-
HuggingFaceFW/ablation-exp-textext-warc_trafilatura-28BT
Text Generation • 2B • Updated • 1 -
HuggingFaceFW/ablation-exp-textext-wet-28BT
Text Generation • 2B • Updated • 2 -
HuggingFaceFW/ablation-exp-fw-base_filtering-350BT
Text Generation • 2B • Updated -
HuggingFaceFW/ablation-exp-dedup-global_minhash-350BT
Text Generation • 2B • Updated • 1