Datasets:

hevok
/

Goose-World-v3

Dataset stringlengths 4 36	Category stringclasses 9 values	Categories stringlengths 3 33	Citation stringlengths 8 46 ⌀	Version float64 2 3	URL stringlengths 32 95	Notes stringlengths 15 364 ⌀
Wikipedia	science+wiki	Encyclopedia	wikidump	2	https://huggingface.co/datasets/wikimedia/wikipedia	https://huggingface.co/datasets/olm/wikipedia \| http://huggingface.co/datasets/olm/wikipedia/discussions/7 \| e.g. `ds = load_dataset("wikimedia/wikipedia", "20231101.en")`For Wikipedia, we include all languages from date 04/01/2023, with certain overrepresented languages randomly subsampled (see wiki.txt in the supplementary material for exact amounts)
SlimPajama	web	Web	cerebras2023slimpajama	2	https://huggingface.co/datasets/cerebras/SlimPajama-627B	null
peS2o	science+wiki	Academia	techreport_peS2o	2	https://huggingface.co/datasets/allenai/peS2o	null
BigPatent	law&gov	Patents	wang_et_al_2019_bigpatent	2	https://huggingface.co/datasets/big_patent	repo_id='NortheasternUniversity/big_patent'
Pile of Law	law&gov	Legal\| Administrative	hendersonkrass2022pileoflaw	2	https://huggingface.co/datasets/pile-of-law/pile-of-law	nat_lang: ['en']
StarCoderb	code	Code	li2023starcoder	2	https://huggingface.co/datasets/bigcode/starcoderdata	For StarCoder, we included only those datasets with at least 10 stars
OSCAR23.01c	web	Multilingual Web	tim_et_al_2022_perplexed_by_quality	2	https://huggingface.co/datasets/oscar-corpus/OSCAR-2301	cFor OSCAR23.01, we include non-English languages only, with certain languages randomly subsampled (see oscar.txt in the supplementary material for exact amounts \| more citations on HF
TED2020	science+wiki	Transcripts: TED, TEDx	reimers_and_gurevynch_2020	2	https://huggingface.co/datasets/wecover/OPUS_TED2020	tiedemann_2016_opus reference perhaps outdated.
PhilPapers	science+wiki	Academia: Philosophy	geo_2020_et_al_pile	2	https://github.com/thoppe/The-Pile-PhilPapers	null
NIH-ExPORTER	law&gov	Grants: NIH	geo_2020_et_al_pile	2	https://github.com/thoppe/The-Pile-NIH-ExPORTER	Download script.
EuroParl	law&gov	Multilingual Legal	geo_2020_et_al_pile	2	https://github.com/thoppe/The-Pile-EuroParl	Download script.
Enron-Emails	law&gov	Emails	geo_2020_et_al_pile	2	https://github.com/EleutherAI/pile-enron-emails	Download script
Ubuntu	chat+qa+instruction	IRC Chat	geo_2020_et_al_pile	2	https://github.com/EleutherAI/pile-ubuntu-irc	Download script
HackerNews	web	Forums	geo_2020_et_al_pile	2	https://github.com/EleutherAI/hn-scraper	Download script \| Need to indicate version
OpenWebText2	web	Web	geo_2020_et_al_pile	2	https://github.com/EleutherAI/openwebtext2	Download script
Gutenberg PG-19	book	Books	geo_2020_et_al_pile	2	https://github.com/deepmind/pg19	null
Books3	book	Books	geo_2020_et_al_pile	2	https://huggingface.co/datasets/SaylorTwift/the_pile_books3_minus_gutenberg	https://the-eye.eu/public/AI/pile_preliminary_components/books3.tar.gz \| https://huggingface.co/datasets/defunct-datasets/the_pile_books3 \| https://twitter.com/theshawwn/status/1320282149329784833
OpenSubtitles	fiction	Subtitles	geo_2020_et_al_pile	2	https://huggingface.co/datasets/suolyer/pile_opensubtitles	null
YTSubtitles	fiction	Subtitles	geo_2020_et_al_pile	2	https://huggingface.co/datasets/suolyer/pile_youtubesubtitles	null
ao3_skylion	fiction	Stories	gokaslan_and_presser_2019_gpt2_petry	2	https://gwern.net/gpt-2#archive-of-our-own-ao3-gpt-2-1-5b	large fanfiction website "Archive of Our Own" \| Citation not exact
honeyfeed-3600	fiction	Stories	ryokoai2023-bigknow2022	2	https://huggingface.co/datasets/RyokoAI/Honeyfeed3600	null
scribble-17k	fiction	Stories	ryokoai2023-bigknow2022	2	https://huggingface.co/datasets/RyokoAI/ScribbleHub17K	null
syosetu711k	fiction	Stories (Japanese)	ryokoai2023-bigknow2022	2	https://gitee.com/hf-datasets/Syosetu711K	original repo is 404: https://huggingface.co/datasets/RyokoAI/Syosetu711K
marianna13/fanfics	fiction	Stories	null	2	https://huggingface.co/datasets/marianna13/fanfics	null
marianna13/gamedev	web	Forums	null	2	https://huggingface.co/datasets/marianna13/gamedev	null
marianna13/ia-books	book	Books	null	2	https://huggingface.co/datasets/marianna13/ia-books	null
marianna13/libgen	book	Textbooks\| Books	null	2	https://huggingface.co/datasets/marianna13/libgen	null
marianna13/research_gate	science+wiki	Academia	null	2	https://huggingface.co/datasets/marianna13/research_gate	null
marianna13/superuser	web	Forums	null	2	https://huggingface.co/datasets/marianna13/superuser	null
marianna13/the-eye	book	Books	null	2	https://huggingface.co/datasets/marianna13/the-eye	null
marianna13/vault_text	book	Books	null	2	https://huggingface.co/datasets/marianna13/vault_text	null
marianna13/random_quora	web	Forums	null	2	https://huggingface.co/datasets/marianna13/random_dataset	https://huggingface.co/datasets/marianna13/random_quora
marianna13/zlib	book	Books	null	2	https://huggingface.co/datasets/marianna13/zlib	null
minipile	web	Various	kaddour2023minipile, geo_2020_et_al_pile	2	https://huggingface.co/datasets/JeanKaddour/minipile	null
tatoeba	web	Multilingual Translations	tiedemann-2020-tatoeba	2	https://huggingface.co/datasets/Helsinki-NLP/tatoeba_mt	null
poetry-foundation	poetry+lyric	Poetry	poetryfoundation	2	https://huggingface.co/datasets/shahules786/PoetryFoundationData	null
proof-pile	math	Academia: Math	hoskinson-center_proof-pile	2	https://huggingface.co/datasets/hoskinson-center/proof-pile	null
reddit-math	math	Forums: Math	null	2	https://huggingface.co/datasets/P1ayer-1/reddit-math	null
soda	chat+qa+instruction	Dialogue	kim2022soda	2	https://huggingface.co/datasets/allenai/soda	null
song_lyrics	poetry+lyric	Lyrics	null	2	https://huggingface.co/datasets/amishshah/song_lyrics	null
TinyStories	fiction	Stories	eldan_and_li_2023_tinystories	2	https://huggingface.co/datasets/roneneldan/TinyStories	synthetic \| Dataset containing synthetically generated (by GPT-3.5 and GPT-4) short stories that only use a small vocabulary.
walkthroughs2020	fiction	Game Walkthroughs	null	2	https://gwern.net/gpt-2#video-game-walkthrough-gpt-2-1-5b	null
wikihow-qa-16k	science+wiki	How-To	null	2	https://huggingface.co/datasets/0x22almostEvil/multilingual-wikihow-qa-16k	null
Alpaca	web	Various	taori_et_al_2023_alpaca	2	https://huggingface.co/datasets/tatsu-lab/alpaca	null
camel-ai/math	math	Math	li2023camel	2	https://huggingface.co/datasets/camel-ai/math	null
camel-ai/code	code	Code	li2023camel	2	https://huggingface.co/datasets/camel-ai/code	null
camel-ai/physics	science+wiki	Physics	li2023camel	2	https://huggingface.co/datasets/camel-ai/physics	null
camel-ai/chemistry	science+wiki	Chemistry	li2023camel	2	https://huggingface.co/datasets/camel-ai/chemistry	null
camel-ai/ai_society	law&gov	Job Roles	li2023camel	2	https://huggingface.co/datasets/camel-ai/ai_society	null
camel-ai/biology	science+wiki	Biology	li2023camel	2	https://huggingface.co/datasets/camel-ai/biology	null
Dolly	web	Various	DatabricksBlog2023DollyV2	2	https://huggingface.co/datasets/databricks/databricks-dolly-15k	null
Evol-Instruct	web	Various	xu_et_al_2023_wizardlm	2	https://huggingface.co/datasets/WizardLM/WizardLM_evol_instruct_70k	null
gpt4all	code	Code	anand_et_al_2023_gpt4all	2	https://huggingface.co/datasets/nomic-ai/gpt4all_prompt_generations	null
Guanaco	web	Various Multilingual	dettmers_et_al_2023_qlora	2	https://modelscope.cn/datasets/AI-ModelScope/GuanacoDataset	https://huggingface.co/datasets/JosephusCheung/GuanacoDataset \| Sorry, it's no longer available on Hugging Face. Please reach out to those who have already downloaded it. If you have a copy, please refrain from re-uploading it to Hugging Face. The people here don't deserve it. See also: https://twitter.com/RealJosephus/status/1779913520529707387
LaMini	web	Various	wu_et_al_2024_lamini	2	https://huggingface.co/datasets/MBZUAI/LaMini-instruction	null
oasst1	chat+qa+instruction	Multilingual Conversations	koepf_2023_openassistant	2	https://huggingface.co/datasets/OpenAssistant/oasst1	null
ShareGPT	chat+qa+instruction	Conversations	null	2	https://huggingface.co/datasets/RyokoAI/ShareGPT52K	These conversations were allegedly scraped by an anonymous user on 4chan. The 90K version was sourced from this post. Thanks, anon!
UltraChat	chat+qa+instruction	Conversations	ding2023enhancing	2	https://huggingface.co/datasets/stingning/ultrachat	https://github.com/thunlp/UltraChat
BELLE 10M Chinese	web	Various Chinese	null	2	https://github.com/LianjiaTech/BELLE/blob/main/data/10M/README_en.md	https://github.com/LianjiaTech/BELLE/tree/main/data/10M \| https://huggingface.co/datasets/BelleGroup/school_math_0.25M \| https://huggingface.co/datasets/BelleGroup/multiturn_chat_0.8M \| https://huggingface.co/datasets/BelleGroup/generated_chat_0.4M \| https://huggingface.co/datasets/BelleGroup/train_2M_CN \| https://huggingface.co/datasets/BelleGroup/train_3.5M_CN
dm_math	math	Math	saxton_et_al_2019_dm_math, geo_2020_et_al_pile	2	https://huggingface.co/datasets/timaeus/pile-dm_mathematics	DM Mathematics: The DeepMind Mathematics dataset consists of a collection of mathematical problems such as algebra, arithmetic, calculus, number theory, and probability, formatted as natural language prompts [Saxton et al., 2019]. \| DM Mathematics is a dataset of formal mathematics and therefore doesn't become "out of date."
slimpajama C4	web	Web	cerebras2023slimpajama	2.1	https://huggingface.co/datasets/cerebras/SlimPajama-627B	null
dolma v1.6 (reddit only)	web	Forums	soldaini_et_al_2024_dolma	2.1	https://huggingface.co/datasets/allenai/dolma/blob/main/urls/v1_6.txt	null
glaive-code-assistant-v3	code	Code	null	2.1	https://huggingface.co/datasets/glaiveai/glaive-code-assistant-v3	null
m-a-p_Code-Feedback	code	Code	zheng_et_al_2024_opencodeinterpreter	2.1	https://huggingface.co/datasets/m-a-p/Code-Feedback	null
cosmopedia-v0.1	fiction	Synthetic	benallal2024cosmopedia	2.1	https://huggingface.co/datasets/HuggingFaceTB/cosmopedia	null
SystemChat-2.0	chat+qa+instruction	Instruct	null	2.1	https://huggingface.co/datasets/cognitivecomputations/SystemChat-2.0	null
Tess-v1.5	chat+qa+instruction	Instruct	null	2.1	https://huggingface.co/datasets/migtissera/Tess-v1.5	null
UltraInteract_sft	chat+qa+instruction	Instruct	yuan2024advancing	2.1	https://huggingface.co/datasets/openbmb/UltraInteract_sft	null
Llama-3-Magpie-Pro-1M-v0.1	chat+qa+instruction	Align	xu_et_al_2024_magpie	2.1	https://huggingface.co/datasets/Magpie-Align/Llama-3-Magpie-Pro-1M-v0.1	null
Magpie-Pro-MT-300K-v0.1	chat+qa+instruction	Align	xu_et_al_2024_magpie	2.1	https://huggingface.co/datasets/Magpie-Align/Magpie-Pro-MT-300K-v0.1	null
Magpie-Air-MT-300K-v0.1	chat+qa+instruction	Align	xu_et_al_2024_magpie	2.1	https://huggingface.co/datasets/Magpie-Align/Magpie-Air-MT-300K-v0.1	null
Magpie-Qwen2-Pro-1M-v0.1	chat+qa+instruction	Align	xu_et_al_2024_magpie	2.1	https://huggingface.co/datasets/Magpie-Align/Magpie-Qwen2-Pro-1M-v0.1	null
Magpie-Phi3-Pro-300K-Filtered-v0.1	chat+qa+instruction	Align	xu_et_al_2024_magpie	2.1	https://huggingface.co/datasets/Magpie-Align/Magpie-Phi3-Pro-300K-Filtered	Original URL: https://huggingface.co/datasets/Magpie-Align/Magpie-Phi3-Pro-300K-Filtered-v0.1
Magpie-Gemma2-Pro-200K-Filtered-v0.1	chat+qa+instruction	Align	xu_et_al_2024_magpie	2.1	https://huggingface.co/datasets/Magpie-Align/Magpie-Gemma2-Pro-200K-Filtered	Original URL: https://huggingface.co/datasets/Magpie-Align/Magpie-Gemma2-Pro-200K-Filtered-v0.1
REMOVED slimpajama parts	web	Web	cerebras2023slimpajama	3	https://huggingface.co/datasets/cerebras/SlimPajama-627B	null
dclm-baseline-10-of-10	web	Web	li2024datacomplm	3	https://huggingface.co/datasets/mlfoundations/dclm-baseline-1.0/tree/main/global-shard_10_of_10	null
ccnews	web	Web	null	3	https://huggingface.co/datasets/stanford-oval/ccnews	https://huggingface.co/datasets/stanford-oval/ccnews/discussions/4
fineweb-edu	web	Web Edu	lozhkov2024fineweb-edu	3	https://huggingface.co/datasets/HuggingFaceFW/fineweb-edu	null
math-ai/TemplateGSM	math	Math	zhang2024training	3	https://huggingface.co/datasets/math-ai/TemplateGSM	null
open-web-math	math	Math	paster2023openwebmath	3	https://huggingface.co/datasets/EleutherAI/proof-pile-2	null
algebraic-stack	math	Math	azerbayev2023llemma	3	https://huggingface.co/datasets/EleutherAI/proof-pile-2	null
all of starcoder	code	Code	li2023starcoder	3	https://huggingface.co/datasets/bigcode/starcoderdata	(instead of only >10 stars repo) \| https://huggingface.co/bigcode/starcoder
python-edu	code	Code	benallal2024smollmcorpus	3	https://huggingface.co/datasets/HuggingFaceTB/smollm-corpus	null
cosmopedia-v0.2	fiction	Synthetic	benallal2024smollmcorpus	3	https://huggingface.co/datasets/HuggingFaceTB/smollm-corpus/tree/main/cosmopedia-v2	null
WebInstructSub	chat+qa+instruction	Web\| Instruct\| question-answering	yue2024mammoth2	3	https://huggingface.co/datasets/TIGER-Lab/WebInstructSub	natural data \| This repo contains the partial dataset used in "MAmmoTH2: Scaling Instructions from the Web". This partial data is coming mostly from the forums like stackexchange. This subset contains very high-quality data to boost LLM performance through instruction tuning.
Buzz-v1.2	chat+qa+instruction	Instruct	ibrahim2024simple	3	https://huggingface.co/datasets/H-D-T/Buzz-V1.2	null
SKGInstruct	chat+qa+instruction	Instruct	zhuang2024structlm	3	https://huggingface.co/datasets/TIGER-Lab/SKGInstruct	null
flan	chat+qa+instruction	Instruct	wei_et_al_2019_flan	3	https://huggingface.co/datasets/Muennighoff/flan	null

RWKV-7 (Goose) World v3 Corpus

This is an itemised and annotated list of the RWKV World v3 corpus which is a multilingual dataset with about 3.1T tokens used to train the "Goose" RWKV-7 World model series. RWKV World v3 was crafted from public datasets spanning >100 world languages (80% English, 10% multilang, and 10% code). Also available as a HF Collection of Datasets

Citation

@misc{hevok2025worldv3 
    title={RWKV World v3},
    author={Hevok},
    year={2025},
}

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Collection including hevok/Goose-World-v3

RWKV-7 Goose

Collection