FineData
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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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 β’ 2506.20920 β’ Published β’ 75 -
HuggingFaceFW/fineweb-2
Viewer β’ Updated β’ 4.48B β’ 87.9k β’ 704 -
Scaling FineWeb to 1000+ languages: Step 1: finding signal in 100s of evaluation tasks
π84Evaluate multilingual models using FineTasks
FineWeb-Edu datasets, classifier and ablation model
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HuggingFaceFW/fineweb-edu
Viewer β’ Updated β’ 3.5B β’ 240k β’ 832 -
HuggingFaceFW/fineweb-edu-score-2
Viewer β’ Updated β’ 13.9B β’ 26.6k β’ 82 -
HuggingFaceFW/fineweb-edu-classifier
Text Classification β’ 0.1B β’ Updated β’ 1.92k β’ β’ 200 -
HuggingFaceFW/ablation-model-fineweb-edu
Text Generation β’ 2B β’ Updated β’ 94 β’ 17
Ablation models trained for our data experiments.
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HuggingFaceFW/ablation-exp-textext-warc_trafilatura-28BT
Text Generation β’ 2B β’ Updated β’ 18 β’ 1 -
HuggingFaceFW/ablation-exp-textext-wet-28BT
Text Generation β’ 2B β’ Updated β’ 9 -
HuggingFaceFW/ablation-exp-fw-base_filtering-350BT
Text Generation β’ 2B β’ Updated β’ 10 -
HuggingFaceFW/ablation-exp-dedup-global_minhash-350BT
Text Generation β’ 2B β’ Updated β’ 10
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HuggingFaceFW/finepdfs
Viewer β’ Updated β’ 476M β’ 37.5k β’ 683 -
HuggingFaceFW/finepdfs-edu
Viewer β’ Updated β’ 49.5M β’ 17k β’ 52 -
HuggingFaceFW/ocr-annotations
Viewer β’ Updated β’ 1.62k β’ 167 β’ 15 -
HuggingFaceFW/finepdfs_lang_classification
Viewer β’ Updated β’ 3.08M β’ 12.8k β’ 4
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FineWeb: decanting the web for the finest text data at scale
π·1.21kGenerate high-quality text data for LLMs using FineWeb
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HuggingFaceFW/fineweb
Viewer β’ Updated β’ 52.5B β’ 201k β’ 2.48k -
HuggingFaceFW/fineweb-edu
Viewer β’ Updated β’ 3.5B β’ 240k β’ 832 -
HuggingFaceFW/fineweb-edu-score-2
Viewer β’ Updated β’ 13.9B β’ 26.6k β’ 82
1.8B models trained on 350BT to compare different pretraining datasets
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HuggingFaceFW/ablation-model-fineweb-edu
Text Generation β’ 2B β’ Updated β’ 94 β’ 17 -
HuggingFaceFW/ablation-model-fineweb-v1
Text Generation β’ 2B β’ Updated β’ 33 β’ 14 -
HuggingFaceFW/ablation-model-refinedweb
Text Generation β’ 2B β’ Updated β’ 13 β’ 3 -
HuggingFaceFW/ablation-model-c4
Text Generation β’ 2B β’ Updated β’ 11 β’ 4
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HuggingFaceFW/finepdfs
Viewer β’ Updated β’ 476M β’ 37.5k β’ 683 -
HuggingFaceFW/finepdfs-edu
Viewer β’ Updated β’ 49.5M β’ 17k β’ 52 -
HuggingFaceFW/ocr-annotations
Viewer β’ Updated β’ 1.62k β’ 167 β’ 15 -
HuggingFaceFW/finepdfs_lang_classification
Viewer β’ Updated β’ 3.08M β’ 12.8k β’ 4
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FineWeb2: One Pipeline to Scale Them All -- Adapting Pre-Training Data Processing to Every Language
Paper β’ 2506.20920 β’ Published β’ 75 -
HuggingFaceFW/fineweb-2
Viewer β’ Updated β’ 4.48B β’ 87.9k β’ 704 -
Scaling FineWeb to 1000+ languages: Step 1: finding signal in 100s of evaluation tasks
π84Evaluate multilingual models using FineTasks
-
FineWeb: decanting the web for the finest text data at scale
π·1.21kGenerate high-quality text data for LLMs using FineWeb
-
HuggingFaceFW/fineweb
Viewer β’ Updated β’ 52.5B β’ 201k β’ 2.48k -
HuggingFaceFW/fineweb-edu
Viewer β’ Updated β’ 3.5B β’ 240k β’ 832 -
HuggingFaceFW/fineweb-edu-score-2
Viewer β’ Updated β’ 13.9B β’ 26.6k β’ 82
FineWeb-Edu datasets, classifier and ablation model
-
HuggingFaceFW/fineweb-edu
Viewer β’ Updated β’ 3.5B β’ 240k β’ 832 -
HuggingFaceFW/fineweb-edu-score-2
Viewer β’ Updated β’ 13.9B β’ 26.6k β’ 82 -
HuggingFaceFW/fineweb-edu-classifier
Text Classification β’ 0.1B β’ Updated β’ 1.92k β’ β’ 200 -
HuggingFaceFW/ablation-model-fineweb-edu
Text Generation β’ 2B β’ Updated β’ 94 β’ 17
1.8B models trained on 350BT to compare different pretraining datasets
-
HuggingFaceFW/ablation-model-fineweb-edu
Text Generation β’ 2B β’ Updated β’ 94 β’ 17 -
HuggingFaceFW/ablation-model-fineweb-v1
Text Generation β’ 2B β’ Updated β’ 33 β’ 14 -
HuggingFaceFW/ablation-model-refinedweb
Text Generation β’ 2B β’ Updated β’ 13 β’ 3 -
HuggingFaceFW/ablation-model-c4
Text Generation β’ 2B β’ Updated β’ 11 β’ 4
Ablation models trained for our data experiments.
-
HuggingFaceFW/ablation-exp-textext-warc_trafilatura-28BT
Text Generation β’ 2B β’ Updated β’ 18 β’ 1 -
HuggingFaceFW/ablation-exp-textext-wet-28BT
Text Generation β’ 2B β’ Updated β’ 9 -
HuggingFaceFW/ablation-exp-fw-base_filtering-350BT
Text Generation β’ 2B β’ Updated β’ 10 -
HuggingFaceFW/ablation-exp-dedup-global_minhash-350BT
Text Generation β’ 2B β’ Updated β’ 10