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FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language
Paper • 2506.20920 • Published • 57 -
HuggingFaceFW/fineweb-2
Viewer • Updated • 5.02B • 38.3k • 567 -
67
Scaling FineWeb to 1000+ languages: Step 1: finding signal in 100s of evaluation tasks
📝Evaluate multilingual models using FineTasks
FineData
Enterprise
community
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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FineWeb-Edu datasets, classifier and ablation model
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HuggingFaceFW/fineweb-edu
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HuggingFaceFW/fineweb-edu-score-2
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HuggingFaceFW/fineweb-edu-classifier
Text Classification • 0.1B • Updated • 5.93k • • 186 -
HuggingFaceFW/ablation-model-fineweb-edu
Text Generation • 2B • Updated • 1.97k • 15
Ablation models trained for our data experiments.
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HuggingFaceFW/ablation-exp-textext-warc_trafilatura-28BT
Text Generation • 2B • Updated • 13 -
HuggingFaceFW/ablation-exp-textext-wet-28BT
Text Generation • 2B • Updated • 8 -
HuggingFaceFW/ablation-exp-fw-base_filtering-350BT
Text Generation • 2B • Updated • 36 -
HuggingFaceFW/ablation-exp-dedup-global_minhash-350BT
Text Generation • 2B • Updated • 12
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988
FineWeb: decanting the web for the finest text data at scale
🍷Generate high-quality web text data for LLM training
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HuggingFaceFW/fineweb
Viewer • Updated • 25B • 210k • 2.23k -
HuggingFaceFW/fineweb-edu
Viewer • Updated • 3.3B • 119k • 705 -
HuggingFaceFW/fineweb-edu-score-2
Viewer • Updated • 13.1B • 7.54k • 77
1.8B models trained on 350BT to compare different pretraining datasets
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HuggingFaceFW/ablation-model-fineweb-edu
Text Generation • 2B • Updated • 1.97k • 15 -
HuggingFaceFW/ablation-model-fineweb-v1
Text Generation • 2B • Updated • 1.77k • 14 -
HuggingFaceFW/ablation-model-refinedweb
Text Generation • 2B • Updated • 32 • 3 -
HuggingFaceFW/ablation-model-c4
Text Generation • 2B • Updated • 31 • 4
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FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language
Paper • 2506.20920 • Published • 57 -
HuggingFaceFW/fineweb-2
Viewer • Updated • 5.02B • 38.3k • 567 -
67
Scaling FineWeb to 1000+ languages: Step 1: finding signal in 100s of evaluation tasks
📝Evaluate multilingual models using FineTasks
-
988
FineWeb: decanting the web for the finest text data at scale
🍷Generate high-quality web text data for LLM training
-
HuggingFaceFW/fineweb
Viewer • Updated • 25B • 210k • 2.23k -
HuggingFaceFW/fineweb-edu
Viewer • Updated • 3.3B • 119k • 705 -
HuggingFaceFW/fineweb-edu-score-2
Viewer • Updated • 13.1B • 7.54k • 77
FineWeb-Edu datasets, classifier and ablation model
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HuggingFaceFW/fineweb-edu
Viewer • Updated • 3.3B • 119k • 705 -
HuggingFaceFW/fineweb-edu-score-2
Viewer • Updated • 13.1B • 7.54k • 77 -
HuggingFaceFW/fineweb-edu-classifier
Text Classification • 0.1B • Updated • 5.93k • • 186 -
HuggingFaceFW/ablation-model-fineweb-edu
Text Generation • 2B • Updated • 1.97k • 15
1.8B models trained on 350BT to compare different pretraining datasets
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HuggingFaceFW/ablation-model-fineweb-edu
Text Generation • 2B • Updated • 1.97k • 15 -
HuggingFaceFW/ablation-model-fineweb-v1
Text Generation • 2B • Updated • 1.77k • 14 -
HuggingFaceFW/ablation-model-refinedweb
Text Generation • 2B • Updated • 32 • 3 -
HuggingFaceFW/ablation-model-c4
Text Generation • 2B • Updated • 31 • 4
Ablation models trained for our data experiments.
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HuggingFaceFW/ablation-exp-textext-warc_trafilatura-28BT
Text Generation • 2B • Updated • 13 -
HuggingFaceFW/ablation-exp-textext-wet-28BT
Text Generation • 2B • Updated • 8 -
HuggingFaceFW/ablation-exp-fw-base_filtering-350BT
Text Generation • 2B • Updated • 36 -
HuggingFaceFW/ablation-exp-dedup-global_minhash-350BT
Text Generation • 2B • Updated • 12