Datasets:

domofon
/

Document-XML-100k

input_text stringlengths 203 8k	target_xml stringlengths 307 15.6k	language stringclasses 2 values	schema_id stringclasses 554 values	source_dataset stringclasses 4 values	model stringclasses 2 values	content_overlap float64 0.85 1
"For attractive lips,Speak words of kindness. For lovely eyes, Seek out the good in people. For a slim figure, Share your food with the hungry For beautiful hair, Let a child run his/her fingers through it once a day. For poise,Walk with the knowledge that you never walk alone. People, even more than things, Have to be...	<document> <section> <quote> For attractive lips,Speak words of kindness. For lovely eyes, Seek out the good in people. For a slim figure, Share your food with the hungry For beautiful hair, Let a child run his/her fingers through it once a day. For poise,Walk with the knowledge that you never walk alone. P...	en	core	fineweb2_en	gemma	1
Very few people think of this but one of the best ways to enjoy Lahaina while on vacation is to spending the day at a cooking class. Some of the restaurants on the island offer an intimate cooking class taught by their chefs. It’s a great way to enjoy your day, learn some new things, enjoy good food, and learn about th...	<document> <section> <paragraph>Very few people think of this but one of the best ways to enjoy Lahaina while on vacation is to spending the day at a cooking class. Some of the restaurants on the island offer an intimate cooking class taught by their chefs. It’s a great way to enjoy your day, learn some new thing...	en	core	fineweb2_en	gemma	1
In number theory, an arithmetic, arithmetical, or number-theoretic function is for most authors any function f(n) whose domain is the positive integers and whose range is a subset of the complex numbers. Hardy & Wright include in their definition the requirement that an arithmetical function "expresses some arithmetica...	<document> <section> <paragraph>In number theory, an arithmetic, arithmetical, or number-theoretic function is for most authors any function f(n) whose domain is the positive integers and whose range is a subset of the complex numbers. Hardy & Wright include in their definition the requirement that an arithmetical ...	en	core	markdown_corpus	gemma	1
This Tumblr is shared between Darkkenjie and Chukairi. :D Cuz they are both too lazy to create a tumblr of their own LUmpy SpaCe PRincess by *Chukairi Purchase one here! Want one? Shop Here: SHOP AT ETSY She’s so cuuute. :D Vignelli theme by Robbie Manson	<post> <paragraph>This Tumblr is shared between Darkkenjie and Chukairi. :D Cuz they are both too lazy to create a tumblr of their own</paragraph> <paragraph>LUmpy SpaCe PRincess by <em>Chukairi</em></paragraph> <paragraph>Purchase one here!</paragraph> <paragraph>Want one? Shop Here:</paragraph> <link>SHOP AT ETSY</li...	en	custom_record_list_0036	fineweb2_en	gemma	1
Bands listed alphabetically, One album per band (With the exception of Carcass and Napalm Death who appear in the Grind and Death Metal sections). Some bands may not be pure old school (Death / Thrash, Doom Death / Death Doom and early Brutal / Technical Death Included) I have also Included some of the more extreme Thr...	<document> <paragraph>Bands listed alphabetically, One album per band (With the exception of Carcass and Napalm Death who appear in the Grind and Death Metal sections). Some bands may not be pure old school (Death / Thrash, Doom Death / Death Doom and early Brutal / Technical Death Included) I have also Included some...	en	custom_academic_0035	fineweb2_en	gemma	1
Bands listed alphabetically, One album per band (With the exception of Carcass and Napalm Death who appear in the Grind and Death Metal sections). Some bands may not be pure old school (Death / Thrash, Doom Death / Death Doom and early Brutal / Technical Death Included) I have also Included some of the more extreme Thr...	<document> <paragraph>Bands listed alphabetically, One album per band (With the exception of Carcass and Napalm Death who appear in the Grind and Death Metal sections). Some bands may not be pure old school (Death / Thrash, Doom Death / Death Doom and early Brutal / Technical Death Included) I have also Included some o...	en	core	fineweb2_en	gemma	1
Лидер фракции ЛДПР Владимир Жириновский на обсуждении законопроекта «Об образовании» призвал сдерживать развитие образования в России. За свою инициативу он предложил принять себя в члены Академии наук. «В любом законе об образовании заложена революция. Чем больше высокообразованной молодежи, тем она опаснее для нас. О...	<document> <section> <paragraph>Лидер фракции ЛДПР Владимир Жириновский на обсуждении законопроекта «Об образовании» призвал сдерживать развитие образования в России. За свою инициативу он предложил принять себя в члены Академии наук.</paragraph> <quote>«В любом законе об образовании заложена революция. Чем б...	ru	core	fineweb2_ru	gemma	1
По данным разных источников озимая рожь подавляет развитие нематоды; я её сеяла после уборки картофеля. Особого эфффекта именно от ржи не выявлено (не было чистоты эксперимента, т. к. на этом участке было внесено много торфа с навозом) , но объем зеленой массы ржи был приличным. Единственное неудобство оз. ржи - сложно...	<document> <paragraph>По данным разных источников озимая рожь подавляет развитие нематоды; я её сеяла после уборки картофеля. Особого эффекта именно от ржи не выявлено (не было чистоты эксперимента, т. к. на этом участке было внесено много торфа с навозом) , но объем зеленой массы ржи был приличным. Единственное неуд...	ru	custom_tabular_0028	fineweb2_ru	gemma	0.992
Лидер фракции ЛДПР Владимир Жириновский на обсуждении законопроекта «Об образовании» призвал сдерживать развитие образования в России. За свою инициативу он предложил принять себя в члены Академии наук. «В любом законе об образовании заложена революция. Чем больше высокообразованной молодежи, тем она опаснее для нас. О...	<document> <paragraph>Лидер фракции ЛДПР Владимир Жириновский на обсуждении законопроекта «Об образовании» призвал сдерживать развитие образования в России. За свою инициативу он предложил принять себя в члены Академии наук.</paragraph> <quote>«В любом законе об образовании заложена революция. Чем больше высокообра...	ru	custom_record_list_0045	fineweb2_ru	gemma	1
Описание: Такие баурсаки пекла моя бабушка. Маленькие солнышки на вашем столе. Ингредиенты для "Баурсак кругленький": Рецепт "Баурсак кругленький": \|В тёплом молоке развести дрожжи с сахаром и солью. Отставить на 15 мин.\| \|Добавить размягчённый маргарин, просеянную муку и замесить тесто. После того и только тогда, ка...	<document> <section> <paragraph>Описание: Такие баурсаки пекла моя бабушка. Маленькие солнышки на вашем столе.</paragraph> <heading level="1">Ингредиенты для "Баурсак кругленький":</heading> <heading level="1">Рецепт "Баурсак кругленький":</heading> <paragraph>В тёплом молоке развести дрожжи с сахаром...	ru	core	fineweb2_ru	gemma	1
The Battle of Noyon-Montdidier, 9-13 June 1918, was the fourth of General Erich von Ludendorff’s great offensives of the spring and summer of 1918 that came close to breaking the Allied lines on the western front, but instead critically damaged the fighting capacity of the German army. The first and third of those offe...	<document> <section> <paragraph>The Battle of Noyon-Montdidier, 9-13 June 1918, was the fourth of General Erich von Ludendorff’s great offensives of the spring and summer of 1918 that came close to breaking the Allied lines on the western front, but instead critically damaged the fighting capacity of the German a...	en	custom_nested_document_0015	fineweb2_en	gemma	1
Описание: Такие баурсаки пекла моя бабушка. Маленькие солнышки на вашем столе. Ингредиенты для "Баурсак кругленький": Рецепт "Баурсак кругленький": \|В тёплом молоке развести дрожжи с сахаром и солью. Отставить на 15 мин.\| \|Добавить размягчённый маргарин, просеянную муку и замесить тесто. После того и только тогда, ка...	<document> <paragraph>Описание: Такие баурсаки пекла моя бабушка. Маленькие солнышки на вашем столе.</paragraph> <heading level="1">Ингредиенты для "Баурсак кругленький":</heading> <heading level="1">Рецепт "Баурсак кругленький":</heading> <paragraph>В тёплом молоке развести дрожжи с сахаром и солью. Отставить ...	ru	custom_flat_article_0026	fineweb2_ru	gemma	1
Lucy Wu, aspiring basketball star and interior designer, is on the verge of having the best year of her life. She's ready to rule the school as a sixth grader and take over the bedroom she has always shared with her sister. In an instant, though, her plans are shattered when she finds out that Yi Po, her beloved grandm...	<document> <paragraph> <party role="protagonist">Lucy Wu</party>, aspiring basketball star and interior designer, is on the verge of having the best year of her life. She's ready to rule the school as a sixth grader and take over the bedroom she has always shared with her sister. In an instant, though, her plans ...	en	custom_listing_0012	fineweb2_en	gemma	0.996
Unfortunately there are many key aspects to the job -- staying alert during long administrative meetings, sucking up constantly to rich people, uttering pious nonsense on appropriate public occasions -- that I would be terrible at. But if (or rather when) some intrepid chancellor decides he or she needs a ruthless hatc...	<document> <paragraph>Unfortunately there are many key aspects to the job -- staying alert during long administrative meetings, sucking up constantly to rich people, uttering pious nonsense on appropriate public occasions -- that I would be terrible at. But if (or rather when) some intrepid chancellor decides he or s...	en	custom_reference_0038	cc_raw	gemma	1
Калорий на 100 граммов 250.38 7.63 8.19 39.73 Девочки, принесла вам еще один замечательный рецепт булочек, они и в самом деле на 100% оправдывают свое название !Рецепт с сайта Карина-форум от Мама М.и А. . Ингредиенты: - 450 г хлебной муки (я добавила в процессе замеса 1 ст.л муки, можно было еще, так тесто при разделк...	<document> <paragraph>Калорий на 100 граммов 250.38 7.63 8.19 39.73</paragraph> <paragraph>Девочки, принесла вам еще один замечательный рецепт булочек, они и в самом деле на 100% оправдывают свое название</paragraph> <aside role="boilerplate">!Рецепт с сайта Карина-форум от <party role="author">Мама М.и А.</party...	ru	custom_record_list_0044	fineweb2_ru	gemma	0.984
- ^ Kendrick, John. The Voyage of Sutil and Mexicana, 1792: The last Spanish exploration of the Northwest Coast of America. Spokane, Washington: The Arthur H. Clark Company. 1990. 19. ISBN 0-87062-203-X. - ^ Bartroli, Thomas. Genesis of Vancouver City. Vancouver: (Self-published). 1997 - ^ Hydrographic Office of the Br...	<document> <list type="unordered"> <item>Kendrick, John. The Voyage of Sutil and Mexicana, 1792: The last Spanish exploration of the Northwest Coast of America. Spokane, Washington: The Arthur H. Clark Company. 1990. 19. ISBN 0-87062-203-X.</item> <item>Bartroli, Thomas. Genesis of Vancouver City. Vancouver: ...	en	custom_dialogue_0037	fineweb2_en	gemma	1
- ^ Kendrick, John. The Voyage of Sutil and Mexicana, 1792: The last Spanish exploration of the Northwest Coast of America. Spokane, Washington: The Arthur H. Clark Company. 1990. 19. ISBN 0-87062-203-X. - ^ Bartroli, Thomas. Genesis of Vancouver City. Vancouver: (Self-published). 1997 - ^ Hydrographic Office of the Br...	<document> <list type="unordered"> <item> <cite>Kendrick, John. The Voyage of Sutil and Mexicana, 1792: The last Spanish exploration of the Northwest Coast of America. Spokane, Washington: The Arthur H. Clark Company. 1990. 19. ISBN 0-87062-203-X.</cite> </item> <item> <cite>Bartroli, Thomas. ...	en	core	fineweb2_en	gemma	1
Cats often surprise us with their unpredictability and, at times, they may even seem downright ditsy. Big Boy, the extremely large cat who charmed my mother for more than fifteen years, was fond of darting into the kitchen sink. There he would sit, staring into the dish drainer as if it contained the answers to the mys...	<document> <section> <paragraph>Cats often surprise us with their unpredictability and, at times, they may even seem downright ditsy. Big Boy, the extremely large cat who charmed my mother for more than fifteen years, was fond of darting into the kitchen sink. There he would sit, staring into the dish drainer as if it ...	en	core	fineweb2_en	gemma	1
Совет добавлен Совет 1: Как вырастить зеленый лук зимой Организму каждого человека в холодное время года не хватает витаминов и минералов, поэтому многие выращивают зеленый лук в зимний период на подоконнике. Конечно, купить зелень можно и в магазине, но свой будет вкуснее, и уж точно не будет содержать вредных веществ...	<document> <aside role="boilerplate"> <paragraph>Совет добавлен</paragraph> </aside> <section> <heading level="1">Совет 1: Как вырастить зеленый лук зимой</heading> <paragraph>Организму каждого человека в холодное время года не хватает витаминов и минералов, поэтому многие выращивают зеленый лук в зим...	ru	custom_reference_0041	fineweb2_ru	gemma	1
Philadelphia, PA (Sports Network) - Enjoying a six-game win streak, the Temple Owls are set to close out the 2012-13 regular-season on Sunday afternoon as they host the 21st-ranked Virginia Commonwealth Rams in Atlantic 10 Conference action at the Liacouras Center. The Owls also started off the season with a six-game w...	<document> <aside role="boilerplate">Philadelphia, PA (Sports Network)</aside> <paragraph>Enjoying a six-game win streak, the Temple Owls are set to close out the 2012-13 regular-season on Sunday afternoon as they host the 21st-ranked Virginia Commonwealth Rams in Atlantic 10 Conference action at the Liacouras Cent...	en	custom_code_heavy_0025	fineweb2_en	gemma	1
From left: Peanut Butter Crunchy Sandals, Milky Bar Boots, Peanut Butter Crunchy Booties & Rosso Booties all courtesy of Kandee Shoes. When Josh from Kandee shoes first contacted me about checking out his shoe range nearly 2 years ago I jumped at the chance. The candy inspired names caught my eye and the sky high heels...	<document> <figure> <figcaption>From left: Peanut Butter Crunchy Sandals, Milky Bar Boots, Peanut Butter Crunchy Booties & Rosso Booties all courtesy of Kandee Shoes.</figcaption> </figure> <section> <paragraph>When Josh from Kandee shoes first contacted me about checking out his shoe range nearly 2 y...	en	core	cc_raw	gemma	1
I'm using fedora 17 x86_64 and i want to limit my bandwidth speed in my office network. It seems the easiest way is to install and use 'trickle', but it doesn't really affect bandwidth speed. After some searching i found some bash scripts to do it via 'tc' command. but none of them work for me. i'v got error at the sta...	<document> <paragraph>I'm using fedora 17 x86_64 and i want to limit bandwidth speed in my office network. It seems the easiest way is to use 'trickle, but it doesn't really work. After searching, i found some bash scripts to limit bandwidth speed in my office network. but none of them work for me. i've got error at th...	en	core	cc_raw	gemma	0.881
Motorola Xoom Teardown: Inside The New Android Tablet UBM TechInsights, a sister company to UBM Techweb, InformationWeek's parent company, took apart the newest Motorola tablet, the 10.1-inch Xoom, the first dual-core Android tablet and the first tablet to run Android 3.0 (Honeycomb). Inside is Nvidia's Tegra 2 process...	<document> <heading level="1">Motorola Xoom Teardown: Inside The New Android Tablet</heading> <aside role="boilerplate">UBM TechInsights, a sister company to UBM Techweb, InformationWeek's parent company</aside> <paragraph>took apart the newest Motorola tablet, the 10.1-inch Xoom, the first dual-core Android tabl...	en	custom_social_0031	fineweb2_en	gemma	1
Совет добавлен Совет 1: Как вырастить зеленый лук зимой Организму каждого человека в холодное время года не хватает витаминов и минералов, поэтому многие выращивают зеленый лук в зимний период на подоконнике. Конечно, купить зелень можно и в магазине, но свой будет вкуснее, и уж точно не будет содержать вредных веществ...	<document> <aside role="boilerplate"> <paragraph>Совет добавлен</paragraph> </aside> <section> <heading level="1">Совет 1: Как вырастить зеленый лук зимой</heading> <paragraph>Организму каждого человека в холодное время года не хватает витаминов и минералов, поэтому многие выращивают зеленый лук в зимний период на подо...	ru	core	fineweb2_ru	gemma	1
Cats often surprise us with their unpredictability and, at times, they may even seem downright ditsy. Big Boy, the extremely large cat who charmed my mother for more than fifteen years, was fond of darting into the kitchen sink. There he would sit, staring into the dish drainer as if it contained the answers to the mys...	<document> <section> <paragraph>Cats often surprise us with their unpredictability and, at times, they may even seem downright ditsy. Big Boy, the extremely large cat who charmed my mother for more than fifteen years, was fond of darting into the kitchen sink. There he would sit, staring into the dish drainer as ...	en	custom_flat_article_0041	fineweb2_en	gemma	1
So I'm doing today's wreck, and I'm pretty much just gonna rant. Let me set the stage: Expensive wedding in the Philippines. The finest catering. The perfect beach setting. I know, right? I feel the same way. But what I want to know is how hard is it, when you're on a freaking tropical island, to find fruit that isn't ...	<document> <paragraph>So I'm doing today's wreck, and I'm pretty much just gonna rant. Let me set the stage:</paragraph> <list type="unordered"> <item>Expensive wedding in the Philippines.</item> <item>The finest catering.</item> <item>The perfect beach setting.</item> </list> <paragraph>I know, rig...	en	custom_reference_0027	fineweb2_en	gemma	1
THE Adult Continuing Department in University College Cork and iPass have agreed to deliver three courses in West Cork this Autumn. Bantry will play host to the Diploma in Disability Studies and Clonakilty will play host to The Criminal Mind: An Introduction to Forensic and Criminal Psychology and to the Certified Payr...	<document> <paragraph>THE Adult Continuing Department in University College Cork and iPass have agreed to deliver three courses in West Cork this Autumn.</paragraph> <paragraph>Bantry will play host to the Diploma in Disability Studies and Clonakilty will play host to The Criminal Mind: An Introduction to Forensic ...	en	custom_academic_0033	cc_raw	gemma	1
Earlier today we talked a little bit about how a bunch of Starr vets were bringing a taste of Philly dining to the Jersey burbs. Now it’s looking like old Dirty Jerz is sending one of its own back over the the Delaware. Jersey Mike’s Subs, a sandwich franchise with 600 locations that was founded in Point Pleasant in 19...	<document> <paragraph>Earlier today we talked a little bit about how a bunch of Starr vets were bringing a taste of Philly dining to the Jersey burbs. Now it’s looking like old Dirty Jerz is sending one of its own back over the the Delaware.</paragraph> <paragraph> <party role="entity">Jersey Mike’s Subs</party...	en	custom_tabular_0047	fineweb2_en	gemma	1
From left: Peanut Butter Crunchy Sandals, Milky Bar Boots, Peanut Butter Crunchy Booties & Rosso Booties all courtesy of Kandee Shoes. When Josh from Kandee shoes first contacted me about checking out his shoe range nearly 2 years ago I jumped at the chance. The candy inspired names caught my eye and the sky high heels...	<message author="Ring My Bell" timestamp=""> <paragraph>From left: Peanut Butter Crunchy Sandals, Milky Bar Boots, Peanut Butter Crunchy Booties & Rosso Booties all courtesy of Kandee Shoes.</paragraph> <paragraph>When Josh from Kandee shoes first contacted me about checking out his shoe range nearly 2 years ago I ...	en	custom_record_list_0015	cc_raw	gemma	1
- ^ Kendrick, John. The Voyage of Sutil and Mexicana, 1792: The last Spanish exploration of the Northwest Coast of America. Spokane, Washington: The Arthur H. Clark Company. 1990. 19. ISBN 0-87062-203-X. - ^ Bartroli, Thomas. Genesis of Vancouver City. Vancouver: (Self-published). 1997 - ^ Hydrographic Office of the Br...	<document> <list type="unordered"> <item> <party role="author">Kendrick, John</party>. The Voyage of Sutil and Mexicana, 1792: The last Spanish exploration of the Northwest Coast of America. Spokane, Washington: The Arthur H. Clark Company. 1990. 19. ISBN 0-87062-203-X. </item> <item> <party r...	en	custom_flat_article_0013	fineweb2_en	gemma	1
Philadelphia, PA (Sports Network) - Enjoying a six-game win streak, the Temple Owls are set to close out the 2012-13 regular-season on Sunday afternoon as they host the 21st-ranked Virginia Commonwealth Rams in Atlantic 10 Conference action at the Liacouras Center. The Owls also started off the season with a six-game w...	<document> <aside role="boilerplate">Philadelphia, PA (Sports Network)</aside> <section> <paragraph>Enjoying a six-game win streak, the Temple Owls are set to close out the 2012-13 regular-season on Sunday afternoon as they host the 21st-ranked Virginia Commonwealth Rams in Atlantic 10 Conference action at the Liacoura...	en	core	fineweb2_en	gemma	1
46 CFR 67.209 - No original instrument requirement Current as of: Oct. 2009 A copy of the original signed and acknowledged instrument must be presented. The original instrument itself may be presented but is not required. The copy may be delivered to the National Vessel Documentation Center or transmitted by facsimile ...	<document> <heading level="1">46 CFR 67.209 - No original instrument requirement</heading> <aside role="boilerplate"> <time>Current as of: Oct. 2009</time> </aside> <paragraph>A copy of the original signed and acknowledged instrument must be presented. The original instrument itself may be presented but is ...	en	custom_listing_0041	fineweb2_en	gemma	1
I'm using fedora 17 x86_64 and i want to limit my bandwidth speed in my office network. It seems the easiest way is to install and use 'trickle', but it doesn't really affect bandwidth speed. After some searching i found some bash scripts to do it via 'tc' command. but none of them work for me. i'v got error at the sta...	<document> <paragraph>I'm using fedora 17 x86_64 and i want to limit my bandwidth speed in my office network.</paragraph> <paragraph>It seems the easiest way is to install and use 'trickle', but it doesn't really affect bandwidth speed.</paragraph> <paragraph>After some searching i found some bash scripts to do i...	en	custom_code_heavy_0025	cc_raw	gemma	1

End of preview. Expand in Data Studio

Document-XML-100k

Noisy/unstructured text to semantically tagged XML. 118K pairs for fine-tuning document markup models.

Splits

Split	Rows	Description
verified	79,067	Content-exact: byte-level match between input text and XML text content. Zero information loss guaranteed.
good	38,916	High quality (word overlap >= 85%, well-formed XML, no HTML tags) but with minor whitespace normalization.

What's the difference?

Both splits are well-formed XML with high content fidelity. The good split differs only in:

Whitespace normalization: \n in input became a space in XML (text wrapped into <paragraph> tags)
Double newlines collapsed: \n\n between paragraphs became a single space inside tags
Quote normalization: occasional leading/trailing quotes dropped during structural markup

These are normal consequences of XML structuring. The model correctly identified paragraph boundaries and wrapped text in tags, which inherently normalizes whitespace. For most fine-tuning tasks, both splits are equally usable.

Fields

Field	Description
`input_text`	Raw/noisy input document
`target_xml`	Structured XML output
`language`	`en` or `ru`
`schema_id`	`core` or `custom_*` (554 unique schemas)
`source_dataset`	Origin: `fineweb2_en`, `fineweb2_ru`, `cc_raw`, `markdown_corpus`
`model`	Teacher model: `gemma` (Gemma-4-31B-it) or `qwen` (Qwen3.5-9B)
`content_overlap`	Word-level overlap score (0-1)

Core XML Tags

document, section, heading(level), paragraph, list(type), item, table, row, cell, code(lang), quote, aside(role), link(href), dl, dt, dd, figure, figcaption, cite, time(datetime), address, strong, em, note, data(value), kbd, mark, ins, del

Stats

Languages: EN 72%, RU 28%
Schemas: 554 unique (1 core + 553 custom)
Sources: FineWeb-2 EN/RU, CommonCrawl, Wikipedia
Teacher models: 98% Gemma-4-31B-it, 2% Qwen3.5-9B
Well-formed XML: 100% (filtered)
Content overlap >= 95%: 97%+

Usage

from datasets import load_dataset, concatenate_datasets

ds = load_dataset("domofon/Document-XML-100k")

# Use both splits for training
train = concatenate_datasets([ds["verified"], ds["good"]])

# Or strict-only
train = ds["verified"]

Generation

Distilled from Gemma-4-31B-it and Qwen3.5-9B running on a TPU fleet (v5e/v6e). Source documents from FineWeb-2 and Wikipedia, converted to XML with automated verification (well-formedness, content preservation, schema adherence, HTML tag rejection).

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