--- license: - cc-by-sa-4.0 - gfdl task_categories: - text-generation pretty_name: 🌐 FineWiki configs: - config_name: ab data_files: - split: train path: data/abwiki/* - config_name: ace data_files: - split: train path: data/acewiki/* - config_name: ady data_files: - split: train path: data/adywiki/* - config_name: af data_files: - split: train path: data/afwiki/* - config_name: als data_files: - split: train path: data/alswiki/* - config_name: alt data_files: - split: train path: data/altwiki/* - config_name: ami data_files: - split: train path: data/amiwiki/* - config_name: am data_files: - split: train path: data/amwiki/* - config_name: ang data_files: - split: train path: data/angwiki/* - config_name: anp data_files: - split: train path: data/anpwiki/* - config_name: an data_files: - split: train path: data/anwiki/* - config_name: arc data_files: - split: train path: data/arcwiki/* - config_name: ar data_files: - split: train path: data/arwiki/* - config_name: ary data_files: - split: train path: data/arywiki/* - config_name: arz data_files: - split: train path: data/arzwiki/* - config_name: ast data_files: - split: train path: data/astwiki/* - config_name: as data_files: - split: train path: data/aswiki/* - config_name: atj data_files: - split: train path: data/atjwiki/* - config_name: avk data_files: - split: train path: data/avkwiki/* - config_name: av data_files: - split: train path: data/avwiki/* - config_name: awa data_files: - split: train path: data/awawiki/* - config_name: ay data_files: - split: train path: data/aywiki/* - config_name: azb data_files: - split: train path: data/azbwiki/* - config_name: az data_files: - split: train path: data/azwiki/* - config_name: ban data_files: - split: train path: data/banwiki/* - config_name: bar data_files: - split: train path: data/barwiki/* - config_name: bat_smg data_files: - split: train path: data/bat_smgwiki/* - config_name: ba data_files: - split: train path: data/bawiki/* - config_name: bbc data_files: - split: train path: data/bbcwiki/* - config_name: bcl data_files: - split: train path: data/bclwiki/* - config_name: be data_files: - split: train path: data/bewiki/* - config_name: bg data_files: - split: train path: data/bgwiki/* - config_name: bh data_files: - split: train path: data/bhwiki/* - config_name: bi data_files: - split: train path: data/biwiki/* - config_name: bjn data_files: - split: train path: data/bjnwiki/* - config_name: blk data_files: - split: train path: data/blkwiki/* - config_name: bm data_files: - split: train path: data/bmwiki/* - config_name: bn data_files: - split: train path: data/bnwiki/* - config_name: bo data_files: - split: train path: data/bowiki/* - config_name: bpy data_files: - split: train path: data/bpywiki/* - config_name: br data_files: - split: train path: data/brwiki/* - config_name: bs data_files: - split: train path: data/bswiki/* - config_name: bug data_files: - split: train path: data/bugwiki/* - config_name: bxr data_files: - split: train path: data/bxrwiki/* - config_name: ca data_files: - split: train path: data/cawiki/* - config_name: cbk_zam data_files: - split: train path: data/cbk_zamwiki/* - config_name: cdo data_files: - split: train path: data/cdowiki/* - config_name: ceb data_files: - split: train path: data/cebwiki/* - config_name: ce data_files: - split: train path: data/cewiki/* - config_name: chr data_files: - split: train path: data/chrwiki/* - config_name: ch data_files: - split: train path: data/chwiki/* - config_name: chy data_files: - split: train path: data/chywiki/* - config_name: ckb data_files: - split: train path: data/ckbwiki/* - config_name: co data_files: - split: train path: data/cowiki/* - config_name: crh data_files: - split: train path: data/crhwiki/* - config_name: cr data_files: - split: train path: data/crwiki/* - config_name: csb data_files: - split: train path: data/csbwiki/* - config_name: cs data_files: - split: train path: data/cswiki/* - config_name: cu data_files: - split: train path: data/cuwiki/* - config_name: cv data_files: - split: train path: data/cvwiki/* - config_name: cy data_files: - split: train path: data/cywiki/* - config_name: dag data_files: - split: train path: data/dagwiki/* - config_name: da data_files: - split: train path: data/dawiki/* - config_name: de data_files: - split: train path: data/dewiki/* - config_name: dga data_files: - split: train path: data/dgawiki/* - config_name: din data_files: - split: train path: data/dinwiki/* - config_name: diq data_files: - split: train path: data/diqwiki/* - config_name: dsb data_files: - split: train path: data/dsbwiki/* - config_name: dty data_files: - split: train path: data/dtywiki/* - config_name: dv data_files: - split: train path: data/dvwiki/* - config_name: dz data_files: - split: train path: data/dzwiki/* - config_name: ee data_files: - split: train path: data/eewiki/* - config_name: el data_files: - split: train path: data/elwiki/* - config_name: eml data_files: - split: train path: data/emlwiki/* - config_name: en default: true data_files: - split: train path: data/enwiki/* - config_name: eo data_files: - split: train path: data/eowiki/* - config_name: es data_files: - split: train path: data/eswiki/* - config_name: et data_files: - split: train path: data/etwiki/* - config_name: eu data_files: - split: train path: data/euwiki/* - config_name: ext data_files: - split: train path: data/extwiki/* - config_name: fat data_files: - split: train path: data/fatwiki/* - config_name: fa data_files: - split: train path: data/fawiki/* - config_name: ff data_files: - split: train path: data/ffwiki/* - config_name: fiu_vro data_files: - split: train path: data/fiu_vrowiki/* - config_name: fi data_files: - split: train path: data/fiwiki/* - config_name: fj data_files: - split: train path: data/fjwiki/* - config_name: fon data_files: - split: train path: data/fonwiki/* - config_name: fo data_files: - split: train path: data/fowiki/* - config_name: frp data_files: - split: train path: data/frpwiki/* - config_name: frr data_files: - split: train path: data/frrwiki/* - config_name: fr data_files: - split: train path: data/frwiki/* - config_name: fur data_files: - split: train path: data/furwiki/* - config_name: fy data_files: - split: train path: data/fywiki/* - config_name: gag data_files: - split: train path: data/gagwiki/* - config_name: gan data_files: - split: train path: data/ganwiki/* - config_name: ga data_files: - split: train path: data/gawiki/* - config_name: gcr data_files: - split: train path: data/gcrwiki/* - config_name: gd data_files: - split: train path: data/gdwiki/* - config_name: glk data_files: - split: train path: data/glkwiki/* - config_name: gl data_files: - split: train path: data/glwiki/* - config_name: gn data_files: - split: train path: data/gnwiki/* - config_name: gom data_files: - split: train path: data/gomwiki/* - config_name: gor data_files: - split: train path: data/gorwiki/* - config_name: got data_files: - split: train path: data/gotwiki/* - config_name: gpe data_files: - split: train path: data/gpewiki/* - config_name: guc data_files: - split: train path: data/gucwiki/* - config_name: gur data_files: - split: train path: data/gurwiki/* - config_name: gu data_files: - split: train path: data/guwiki/* - config_name: guw data_files: - split: train path: data/guwwiki/* - config_name: gv data_files: - split: train path: data/gvwiki/* - config_name: hak data_files: - split: train path: data/hakwiki/* - config_name: ha data_files: - split: train path: data/hawiki/* - config_name: haw data_files: - split: train path: data/hawwiki/* - config_name: he data_files: - split: train path: data/hewiki/* - config_name: hif data_files: - split: train path: data/hifwiki/* - config_name: hi data_files: - split: train path: data/hiwiki/* - config_name: hr data_files: - split: train path: data/hrwiki/* - config_name: hsb data_files: - split: train path: data/hsbwiki/* - config_name: ht data_files: - split: train path: data/htwiki/* - config_name: hu data_files: - split: train path: data/huwiki/* - config_name: hy data_files: - split: train path: data/hywiki/* - config_name: hyw data_files: - split: train path: data/hywwiki/* - config_name: ia data_files: - split: train path: data/iawiki/* - config_name: id data_files: - split: train path: data/idwiki/* - config_name: ie data_files: - split: train path: data/iewiki/* - config_name: ig data_files: - split: train path: data/igwiki/* - config_name: ik data_files: - split: train path: data/ikwiki/* - config_name: ilo data_files: - split: train path: data/ilowiki/* - config_name: inh data_files: - split: train path: data/inhwiki/* - config_name: io data_files: - split: train path: data/iowiki/* - config_name: is data_files: - split: train path: data/iswiki/* - config_name: it data_files: - split: train path: data/itwiki/* - config_name: iu data_files: - split: train path: data/iuwiki/* - config_name: jam data_files: - split: train path: data/jamwiki/* - config_name: ja data_files: - split: train path: data/jawiki/* - config_name: jbo data_files: - split: train path: data/jbowiki/* - config_name: jv data_files: - split: train path: data/jvwiki/* - config_name: kaa data_files: - split: train path: data/kaawiki/* - config_name: kab data_files: - split: train path: data/kabwiki/* - config_name: ka data_files: - split: train path: data/kawiki/* - config_name: kbd data_files: - split: train path: data/kbdwiki/* - config_name: kbp data_files: - split: train path: data/kbpwiki/* - config_name: kcg data_files: - split: train path: data/kcgwiki/* - config_name: kg data_files: - split: train path: data/kgwiki/* - config_name: ki data_files: - split: train path: data/kiwiki/* - config_name: kk data_files: - split: train path: data/kkwiki/* - config_name: kl data_files: - split: train path: data/klwiki/* - config_name: km data_files: - split: train path: data/kmwiki/* - config_name: kn data_files: - split: train path: data/knwiki/* - config_name: koi data_files: - split: train path: data/koiwiki/* - config_name: ko data_files: - split: train path: data/kowiki/* - config_name: krc data_files: - split: train path: data/krcwiki/* - config_name: ksh data_files: - split: train path: data/kshwiki/* - config_name: ks data_files: - split: train path: data/kswiki/* - config_name: ku data_files: - split: train path: data/kuwiki/* - config_name: kv data_files: - split: train path: data/kvwiki/* - config_name: kw data_files: - split: train path: data/kwwiki/* - config_name: ky data_files: - split: train path: data/kywiki/* - config_name: lad data_files: - split: train path: data/ladwiki/* - config_name: la data_files: - split: train path: data/lawiki/* - config_name: lbe data_files: - split: train path: data/lbewiki/* - config_name: lb data_files: - split: train path: data/lbwiki/* - config_name: lez data_files: - split: train path: data/lezwiki/* - config_name: lfn data_files: - split: train path: data/lfnwiki/* - config_name: lg data_files: - split: train path: data/lgwiki/* - config_name: lij data_files: - split: train path: data/lijwiki/* - config_name: li data_files: - split: train path: data/liwiki/* - config_name: lld data_files: - split: train path: data/lldwiki/* - config_name: lmo data_files: - split: train path: data/lmowiki/* - config_name: ln data_files: - split: train path: data/lnwiki/* - config_name: lo data_files: - split: train path: data/lowiki/* - config_name: ltg data_files: - split: train path: data/ltgwiki/* - config_name: lt data_files: - split: train path: data/ltwiki/* - config_name: lv data_files: - split: train path: data/lvwiki/* - config_name: mad data_files: - split: train path: data/madwiki/* - config_name: mai data_files: - split: train path: data/maiwiki/* - config_name: map_bms data_files: - split: train path: data/map_bmswiki/* - config_name: mdf data_files: - split: train path: data/mdfwiki/* - config_name: mg data_files: - split: train path: data/mgwiki/* - config_name: mhr data_files: - split: train path: data/mhrwiki/* - config_name: min data_files: - split: train path: data/minwiki/* - config_name: mi data_files: - split: train path: data/miwiki/* - config_name: mk data_files: - split: train path: data/mkwiki/* - config_name: ml data_files: - split: train path: data/mlwiki/* - config_name: mni data_files: - split: train path: data/mniwiki/* - config_name: mn data_files: - split: train path: data/mnwiki/* - config_name: mnw data_files: - split: train path: data/mnwwiki/* - config_name: mrj data_files: - split: train path: data/mrjwiki/* - config_name: mr data_files: - split: train path: data/mrwiki/* - config_name: ms data_files: - split: train path: data/mswiki/* - config_name: mt data_files: - split: train path: data/mtwiki/* - config_name: mwl data_files: - split: train path: data/mwlwiki/* - config_name: myv data_files: - split: train path: data/myvwiki/* - config_name: my data_files: - split: train path: data/mywiki/* - config_name: mzn data_files: - split: train path: data/mznwiki/* - config_name: nah data_files: - split: train path: data/nahwiki/* - config_name: nap data_files: - split: train path: data/napwiki/* - config_name: nds_nl data_files: - split: train path: data/nds_nlwiki/* - config_name: nds data_files: - split: train path: data/ndswiki/* - config_name: ne data_files: - split: train path: data/newiki/* - config_name: new data_files: - split: train path: data/newwiki/* - config_name: nia data_files: - split: train path: data/niawiki/* - config_name: nl data_files: - split: train path: data/nlwiki/* - config_name: nn data_files: - split: train path: data/nnwiki/* - config_name: nov data_files: - split: train path: data/novwiki/* - config_name: "no" data_files: - split: train path: data/nowiki/* - config_name: nqo data_files: - split: train path: data/nqowiki/* - config_name: nrm data_files: - split: train path: data/nrmwiki/* - config_name: nso data_files: - split: train path: data/nsowiki/* - config_name: nv data_files: - split: train path: data/nvwiki/* - config_name: ny data_files: - split: train path: data/nywiki/* - config_name: oc data_files: - split: train path: data/ocwiki/* - config_name: olo data_files: - split: train path: data/olowiki/* - config_name: om data_files: - split: train path: data/omwiki/* - config_name: or data_files: - split: train path: data/orwiki/* - config_name: os data_files: - split: train path: data/oswiki/* - config_name: pag data_files: - split: train path: data/pagwiki/* - config_name: pam data_files: - split: train path: data/pamwiki/* - config_name: pap data_files: - split: train path: data/papwiki/* - config_name: pa data_files: - split: train path: data/pawiki/* - config_name: pcd data_files: - split: train path: data/pcdwiki/* - config_name: pcm data_files: - split: train path: data/pcmwiki/* - config_name: pdc data_files: - split: train path: data/pdcwiki/* - config_name: pfl data_files: - split: train path: data/pflwiki/* - config_name: pih data_files: - split: train path: data/pihwiki/* - config_name: pi data_files: - split: train path: data/piwiki/* - config_name: pl data_files: - split: train path: data/plwiki/* - config_name: pms data_files: - split: train path: data/pmswiki/* - config_name: pnb data_files: - split: train path: data/pnbwiki/* - config_name: pnt data_files: - split: train path: data/pntwiki/* - config_name: ps data_files: - split: train path: data/pswiki/* - config_name: pt data_files: - split: train path: data/ptwiki/* - config_name: pwn data_files: - split: train path: data/pwnwiki/* - config_name: qu data_files: - split: train path: data/quwiki/* - config_name: rm data_files: - split: train path: data/rmwiki/* - config_name: rmy data_files: - split: train path: data/rmywiki/* - config_name: rn data_files: - split: train path: data/rnwiki/* - config_name: roa_rup data_files: - split: train path: data/roa_rupwiki/* - config_name: roa_tara data_files: - split: train path: data/roa_tarawiki/* - config_name: ro data_files: - split: train path: data/rowiki/* - config_name: rue data_files: - split: train path: data/ruewiki/* - config_name: ru data_files: - split: train path: data/ruwiki/* - config_name: rw data_files: - split: train path: data/rwwiki/* - config_name: sah data_files: - split: train path: data/sahwiki/* - config_name: sat data_files: - split: train path: data/satwiki/* - config_name: sa data_files: - split: train path: data/sawiki/* - config_name: scn data_files: - split: train path: data/scnwiki/* - config_name: sco data_files: - split: train path: data/scowiki/* - config_name: sc data_files: - split: train path: data/scwiki/* - config_name: sd data_files: - split: train path: data/sdwiki/* - config_name: se data_files: - split: train path: data/sewiki/* - config_name: sg data_files: - split: train path: data/sgwiki/* - config_name: shi data_files: - split: train path: data/shiwiki/* - config_name: shn data_files: - split: train path: data/shnwiki/* - config_name: sh data_files: - split: train path: data/shwiki/* - config_name: simple data_files: - split: train path: data/simplewiki/* - config_name: si data_files: - split: train path: data/siwiki/* - config_name: skr data_files: - split: train path: data/skrwiki/* - config_name: sk data_files: - split: train path: data/skwiki/* - config_name: sl data_files: - split: train path: data/slwiki/* - config_name: smn data_files: - split: train path: data/smnwiki/* - config_name: sm data_files: - split: train path: data/smwiki/* - config_name: sn data_files: - split: train path: data/snwiki/* - config_name: so data_files: - split: train path: data/sowiki/* - config_name: sq data_files: - split: train path: data/sqwiki/* - config_name: srn data_files: - split: train path: data/srnwiki/* - config_name: sr data_files: - split: train path: data/srwiki/* - config_name: ss data_files: - split: train path: data/sswiki/* - config_name: stq data_files: - split: train path: data/stqwiki/* - config_name: st data_files: - split: train path: data/stwiki/* - config_name: su data_files: - split: train path: data/suwiki/* - config_name: sv data_files: - split: train path: data/svwiki/* - config_name: sw data_files: - split: train path: data/swwiki/* - config_name: szl data_files: - split: train path: data/szlwiki/* - config_name: szy data_files: - split: train path: data/szywiki/* - config_name: ta data_files: - split: train path: data/tawiki/* - config_name: tay data_files: - split: train path: data/taywiki/* - config_name: tcy data_files: - split: train path: data/tcywiki/* - config_name: tet data_files: - split: train path: data/tetwiki/* - config_name: te data_files: - split: train path: data/tewiki/* - config_name: tg data_files: - split: train path: data/tgwiki/* - config_name: th data_files: - split: train path: data/thwiki/* - config_name: ti data_files: - split: train path: data/tiwiki/* - config_name: tk data_files: - split: train path: data/tkwiki/* - config_name: tl data_files: - split: train path: data/tlwiki/* - config_name: tly data_files: - split: train path: data/tlywiki/* - config_name: tn data_files: - split: train path: data/tnwiki/* - config_name: to data_files: - split: train path: data/towiki/* - config_name: tpi data_files: - split: train path: data/tpiwiki/* - config_name: trv data_files: - split: train path: data/trvwiki/* - config_name: tr data_files: - split: train path: data/trwiki/* - config_name: ts data_files: - split: train path: data/tswiki/* - config_name: tt data_files: - split: train path: data/ttwiki/* - config_name: tum data_files: - split: train path: data/tumwiki/* - config_name: tw data_files: - split: train path: data/twwiki/* - config_name: tyv data_files: - split: train path: data/tyvwiki/* - config_name: ty data_files: - split: train path: data/tywiki/* - config_name: udm data_files: - split: train path: data/udmwiki/* - config_name: ug data_files: - split: train path: data/ugwiki/* - config_name: uk data_files: - split: train path: data/ukwiki/* - config_name: ur data_files: - split: train path: data/urwiki/* - config_name: uz data_files: - split: train path: data/uzwiki/* - config_name: vec data_files: - split: train path: data/vecwiki/* - config_name: vep data_files: - split: train path: data/vepwiki/* - config_name: ve data_files: - split: train path: data/vewiki/* - config_name: vi data_files: - split: train path: data/viwiki/* - config_name: vls data_files: - split: train path: data/vlswiki/* - config_name: vo data_files: - split: train path: data/vowiki/* - config_name: war data_files: - split: train path: data/warwiki/* - config_name: wa data_files: - split: train path: data/wawiki/* - config_name: wo data_files: - split: train path: data/wowiki/* - config_name: wuu data_files: - split: train path: data/wuuwiki/* - config_name: xal data_files: - split: train path: data/xalwiki/* - config_name: xh data_files: - split: train path: data/xhwiki/* - config_name: xmf data_files: - split: train path: data/xmfwiki/* - config_name: yi data_files: - split: train path: data/yiwiki/* - config_name: yo data_files: - split: train path: data/yowiki/* - config_name: za data_files: - split: train path: data/zawiki/* - config_name: zea data_files: - split: train path: data/zeawiki/* - config_name: zgh data_files: - split: train path: data/zghwiki/* - config_name: zh_classical data_files: - split: train path: data/zh_classicalwiki/* - config_name: zh_min_nan data_files: - split: train path: data/zh_min_nanwiki/* - config_name: zh_yue data_files: - split: train path: data/zh_yuewiki/* - config_name: zh data_files: - split: train path: data/zhwiki/* - config_name: zu data_files: - split: train path: data/zuwiki/* --- ![FineWiki](https://cdn-uploads.huggingface.co/production/uploads/62596f9e1c0a084224b93e00/nmYXgDCjHwhQpq5NaB4Uv.png) This is an **updated and better extracted** version of the `wikimedia/Wikipedia` dataset originally released in 2023. We carefully parsed [Wikipedia HTML dumps](https://dumps.wikimedia.org/other/enterprise_html/) from *August of 2025* covering 325 languages. ***This dataset:*** - [**fully renders templates**](https://huggingface.co/datasets/wikimedia/wikipedia/discussions/51) as it was extracted from HTML and not markdown dumps - **removes** redirects, disambiguation, and other non main article pages - includes **detailed metadata** such as page ID, title, last modified date, wikidate ID, version and markdown version of the text - preserves elements and formatting such as **headings, lists, code/pre blocks, tables and math content** - notably, `wikimedia/Wikipedia` removes all **tables and math content** - **excludes** most of the "References", "See also", "Notes", "External links", and similar **citations/notes sections** across all languages - besides keeping all math content, pages containing math are flagged with a **`has_math`** metadata attribute - **extracts infoboxes** (the summary high-level information boxes on the right of some wikipedia pages) in a **structured format** into the metadata, for RAG and other uses - only keeps pages whose **script (writing alphabet) matches** the expected list for that language - for non-English wikis, any page fully or mostly in **English is removed** (common issue for Language Identifiers/classifiers training) ## Visualize and Compare You can explore the dataset, compare it to `wikimedia/Wikipedia` and preview the live Wikipedia pages on our [space](https://huggingface.co/spaces/HuggingFaceFW/finewiki-viewer). ## Available subsets | Subset | Name | Size | Pages | |--------|------|------:|-------:| | `en` | [English](https://en.wikipedia.org) | 35.1 GB | 6,614,655 | | `de` | [German](https://de.wikipedia.org) | 13.1 GB | 2,713,646 | | `fr` | [French](https://fr.wikipedia.org) | 12.1 GB | 2,566,183 | | `ru` | [Russian](https://ru.wikipedia.org) | 10.7 GB | 1,817,813 | | `ja` | [Japanese](https://ja.wikipedia.org) | 9.9 GB | 1,354,269 | | `es` | [Spanish](https://es.wikipedia.org) | 8.5 GB | 1,948,965 | | `it` | [Italian](https://it.wikipedia.org) | 7.4 GB | 1,799,759 | | `uk` | [Ukrainian](https://uk.wikipedia.org) | 5.4 GB | 1,239,253 | | `zh` | [Chinese (writtenvernacular Chinese)](https://zh.wikipedia.org) | 5.1 GB | 1,295,955 | | `pl` | [Polish](https://pl.wikipedia.org) | 4.4 GB | 1,543,918 | | `ceb` | [Cebuano](https://ceb.wikipedia.org) | 4.4 GB | 5,647,436 | | `pt` | [Portuguese](https://pt.wikipedia.org) | 4.3 GB | 1,135,383 | | `nl` | [Dutch](https://nl.wikipedia.org) | 3.5 GB | 2,072,865 | | `ca` | [Catalan](https://ca.wikipedia.org) | 3.5 GB | 962,290 | | `ar` | [Arabic](https://ar.wikipedia.org) | 3.4 GB | 1,230,456 | | `sv` | [Swedish](https://sv.wikipedia.org) | 2.9 GB | 2,470,063 | | `cs` | [Czech](https://cs.wikipedia.org) | 2.2 GB | 534,563 | | `fa` | [Persian](https://fa.wikipedia.org) | 2.2 GB | 1,021,336 | | `vi` | [Vietnamese](https://vi.wikipedia.org) | 2.1 GB | 1,279,087 | | `hu` | [Hungarian](https://hu.wikipedia.org) | 2.1 GB | 515,004 | | `ko` | [Korean](https://ko.wikipedia.org) | 2.0 GB | 582,035 | | `he` | [Hebrew](https://he.wikipedia.org) | 2.0 GB | 372,053 | | `sr` | [Serbian](https://sr.wikipedia.org) | 2.0 GB | 664,345 | | `id` | [Indonesian](https://id.wikipedia.org) | 1.8 GB | 723,099 | | `tr` | [Turkish](https://tr.wikipedia.org) | 1.6 GB | 629,762 | | `fi` | [Finnish](https://fi.wikipedia.org) | 1.5 GB | 572,900 | | `no` | [Norwegian (BokmĂ„l)](https://no.wikipedia.org) | 1.3 GB | 620,802 | | `el` | [Greek](https://el.wikipedia.org) | 1.2 GB | 242,517 | | `hy` | [Armenian](https://hy.wikipedia.org) | 1.2 GB | 309,820 | | `ro` | [Romanian](https://ro.wikipedia.org) | 1.2 GB | 493,462 | | ... | | | | | **Total** | | **184.7 GB** | 61,550,610| A detailed list is available [here](https://huggingface.co/datasets/HuggingFaceFW/finewiki/blob/main/language_subsets.csv). ## How to download and use 🌐 FineWiki See the tables above for the `subset` of the language you want to download. We currently do not provide smaller `sample` versions, but by setting `limit` or using `streaming=True` you can easily fetch a sample of the data. If there is interest from the community we might upload smaller sampled versions later on. ### Using 🏭 [`datatrove`](https://github.com/huggingface/datatrove/) ```python from datatrove.pipeline.readers import ParquetReader # limit determines how many documents will be streamed (remove for all) # this will fetch the Portuguese data data_reader = ParquetReader("hf://datasets/HuggingFaceFW/finewiki/data/ptwiki", limit=1000) for document in data_reader(): # do something with document print(document) ############################### # OR for a processing pipeline: ############################### from datatrove.executor import LocalPipelineExecutor from datatrove.pipeline.readers import ParquetReader from datatrove.pipeline.filters import LambdaFilter from datatrove.pipeline.writers import JsonlWriter pipeline_exec = LocalPipelineExecutor( pipeline=[ ParquetReader("hf://datasets/HuggingFaceFW/finewiki/data/ptwiki", limit=1000), LambdaFilter(lambda doc: "hugging" in doc.text), JsonlWriter("some-output-path") ], tasks=10 ) pipeline_exec.run() ``` ### Using `huggingface_hub` ```python from huggingface_hub import snapshot_download folder = snapshot_download( "HuggingFaceFW/finewiki", repo_type="dataset", local_dir="./finewiki/", # download the English subset allow_patterns=["data/enwiki/*"]) ``` ### Using `datasets` ```python from datasets import load_dataset # get Spanish data fw = load_dataset("HuggingFaceFW/finewiki", name="eswiki", split="train", streaming=True) ``` ## Dataset Dtructure ### Data Instances Example from the English subset (values truncated for readability): ```json { "text": "# 10th Tank Corps\nThe 10th Tank Corps was a tank corps of the Red Army, formed twice.\n\n## First Formation\nIn May–June 1938, ...", "id": "enwiki/32552979", "wikiname": "enwiki", "page_id": 32552979, "title": "10th Tank Corps", "url": "https://en.wikipedia.org/wiki/10th_Tank_Corps", "date_modified": "2023-07-26T12:32:03Z", "in_language": "en", "wikidata_id": "Q12061605", "bytes_html": 115017, "wikitext": "{{short description|Tank corps of the Soviet military}}\n\n{{Infobox military unit...", "version": 1167219203, "infoboxes": "[{\"title\": \"10th Tank Corps\", \"data\": {\"Active\": \"...\"}}]", "has_math": false } ``` ### Data Fields - `text` (string): cleaned, structured article text preserving headings, lists, code/pre blocks, tables and math. Has some markdown formatting (headings, tables, lists) - `id` (string): dataset‑unique identifier; typically `/` - `wikiname` (string): wiki project name, e.g., `enwiki`, `ptwiki` - `page_id` (int): MediaWiki page identifier - `title` (string): article title - `url` (string): canonical article URL - `date_modified` (string): ISO‑8601 timestamp of the last page revision - `in_language` (string): article language code (e.g., `en`, `pt`) - `wikidata_id` (string|null): Wikidata QID associated with the page - `bytes_html` (int): size in bytes of the original HTML body - `wikitext` (string): original wikitext when available - `version` (int|string): revision/version identifier of the page - `infoboxes` (string): JSON‑encoded array of extracted infobox objects with title and key‑value data - `has_math` (bool): whether math content was detected on the page ## Data Processing The full pipeline processing code is available [here](https://huggingface.co/datasets/HuggingFaceFW/finewiki/tree/main/src). It runs on [datatrove](https://github.com/huggingface/datatrove/). While we tried to offer robust support for most language variants of Wikipedia, the lack standardization on the HTML level means that for some subsets the extraction might be sub-optimal. If this is the case for the languages you are interested in, we recommend adapting our code to address your specific concerns. ### Downloading We used the Wikimedia Enterprise HTML dump API (`https://api.enterprise.wikimedia.com/v2/snapshots`) and downloaded main-namespace (NS0) snapshots for the different language versions of Wikipedia. We intentionally relied on pre-rendered HTML over the more commonly used wikitex/markdown dumps: wikitext often encodes templates and formatting as parser functions/macros, which makes large sections of wikipages harder to reconstruct faithfully, whereas the Enterprise HTML already expands those structures. Snapshots from August of 2025 were used. We record rich per‑page attributes (IDs, titles, URLs, language, version, timestamps, Wikidata IDs) as part of the metadata. ### Extraction We heavily adapted [mwparserfromhtml](https://pypi.org/project/mwparserfromhtml/) to parse the HTML content into a clean, structured text representation that preserves meaningful formatting. Redirect and disambiguation pages are removed reliably (via redirect markers in wikitext/HTML and disambiguation signals, including Wikidata IDs and page‑props). Reference‑like sections filled with non-article unnatural content (e.g., “References”, “Notes”, “External links”, localized per language) are excluded using a curated heading list and structural cues (reference list containers), so citations/notes are dropped without harming the main body. Visual/navigation boilerplate (ToC, navboxes, messageboxes, authority control, categories) is filtered out, while infoboxes are carefully extracted into the metadata into key-value structured data that can be useful for knowledge search applications. We additionally strive to keep math content (and mark pages containing it with a `has_math` flag) as well as tables, where much of the Wikipedia knowledge is contained. ### Filtering One common issue with low-resource language Wikipedias is the large prevelance of content from other languages, particularly English (often from articles or boilerplate pages copied over from the English Wikipedia). To ensure language quality and consistency, we apply language‑ and script‑aware checks tailored to each wiki. Pages are kept only if their predicted writing system matches the expected scripts for that language. For non‑English wikis, pages that are predominantly English above a confidence threshold are removed to reduce cross‑language leakage. We also drop ultra‑short pages without infoboxes to avoid low‑signal content. ## Licensing Information This dataset contains text from Wikipedia, licensed under Creative Commons Attribution-ShareAlike 4.0 (CC BY-SA 4.0) and also available under GFDL. See Wikipedia’s licensing and Terms of Use: https://dumps.wikimedia.org/legal.html Our processed release is an adaptation of that text and is licensed under CC BY-SA 4.0. ## Citation Information ```bibtex @dataset{penedo2025finewiki, author = {Guilherme Penedo}, title = {FineWiki}, year = {2025}, publisher = {Hugging Face Datasets}, url = {https://huggingface.co/datasets/HuggingFaceFW/finewiki}, urldate = {2025-10-20}, note = {Source: Wikimedia Enterprise Snapshot API (https://api.enterprise.wikimedia.com/v2/snapshots). Text licensed under CC BY-SA 4.0 with attribution to Wikipedia contributors.} } ```