FineData
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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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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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🍷 FineData
This is the home of the 🍷 FineData team, a branch of the 🤗 Hugging Face Science Team releasing large scale pre-training datasets to accelerate open LLM development.
- 🍷 FineWeb: A 15T tokens English dataset for LLM pre-training. See the blogpost and paper.
- 📚 FineWeb-Edu: a filtered subset of the most educational content from FineWeb.
- 🥂 FineWeb2: an extension of FineWeb to over 1000 languages. See the paper.
- 📄 FinePDFs: 3T tokens of text data extracted from PDFs sourced from the Web.
- 🌐 FineWiki: an updated, better extracted version of Wikipedia in 300+ languages.
- 📄 FinePDFs-Edu: 350B+ highly educational tokens filtered from 📄 FinePDFs
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FineWiki Viewer
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Viewer to explore the finewiki dataset
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FineWeb: decanting the web for the finest text data at scale
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Generate high-quality text data for LLMs using FineWeb
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Scaling FineWeb to 1000+ languages: Step 1: finding signal in 100s of evaluation tasks
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Evaluate multilingual models using FineTasks
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Tasks Explorer
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Explore and analyze experiment results
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Datasets Metrics Explorer
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Launch an interactive demo interface
models 105
HuggingFaceFW/finepdfs_edu_classifier_eng_Latn
0.4B • Updated • 13 • 2
HuggingFaceFW/finepdfs_dclm_classifier_eng_Latn
0.4B • Updated • 7
HuggingFaceFW/finepdfs_edu_classifier_v2_eng_Latn
0.4B • Updated • 8
HuggingFaceFW/finepdfs_ocr_quality_classifier_eng_Latn
0.4B • Updated • 8
HuggingFaceFW/finepdfs_edu_classifier_guj_Gujr
0.3B • Updated • 8
HuggingFaceFW/finepdfs_edu_classifier_nno_Latn
0.3B • Updated • 8
HuggingFaceFW/finepdfs_edu_classifier_kaz_Cyrl
0.3B • Updated • 6
HuggingFaceFW/finepdfs_edu_classifier_tam_Taml
0.3B • Updated • 5
HuggingFaceFW/finepdfs_edu_classifier_azj_Latn
0.3B • Updated • 7
HuggingFaceFW/finepdfs_edu_classifier_afr_Latn
0.3B • Updated • 8
datasets 15
HuggingFaceFW/finepdfs
Viewer • Updated • 476M • 31.5k • 689
HuggingFaceFW/finepdfs-edu
Viewer • Updated • 49.5M • 7.72k • 57
HuggingFaceFW/fineweb-2
Viewer • Updated • 4.48B • 60k • 707
HuggingFaceFW/finewiki
Viewer • Updated • 61.6M • 10.1k • 267
HuggingFaceFW/clean-wikipedia
Viewer • Updated • 61.2M • 1.47k • 23
HuggingFaceFW/finepdfs_lang_classification_tmp
Updated • 13
HuggingFaceFW/ocr-annotations
Viewer • Updated • 1.62k • 181 • 16
HuggingFaceFW/finepdfs_lang_classification
Viewer • Updated • 3.08M • 5.13k • 4
HuggingFaceFW/finepdfs_eng_Latn_labeled
Viewer • Updated • 1.3M • 643 • 2
HuggingFaceFW/finepdfs_fw_edu_labeled
Viewer • Updated • 18.8M • 470 • 4