jtreminio/prompt-dataset

Quarry Prompt Datasets

This folder contains a collection of LanceDB tables holding prompts, captions, and metadata for images, video, music, and prose. Most were imported from publicly available datasets on the Hugging Face Hub.

How to use these files

These tables are consumed by the SwarmUI-Quarry extension:

https://github.com/jtreminio/SwarmUI-Quarry

Drop this folder where the extension expects its data and it will index the .lance tables to provide prompt search, browsing, and suggestion features inside SwarmUI. The files are standard LanceDB tables, so they can also be opened directly with the lancedb Python or Node libraries if you want to query them yourself.

Attribution & data sources

Each .lance file is named after the Hugging Face dataset it was built from, with the / in the repository id replaced by a .. For example, Gustavosta.Stable-Diffusion-Prompts.lance comes from Gustavosta/Stable-Diffusion-Prompts.

All credit for the underlying data belongs to the original dataset authors. Please refer to each source repository for its full license, terms of use, and citation requirements. Links in the table below were verified against the Hugging Face Hub on 2026-06-13, except the ThetaCursed, llaa33219, quarterturn, Falah/new_photorealistic_prompts, and jgreely sources, which were checked on 2026-09-12, the webshart sources, which were checked on 2026-09-13, and the sources added on 2026-09-15: CaptionEmporium, Doub7e, Felldude, GHonem, RicemanT, SilentAntagonist/vintage-artworks-60k-captioned, codeShare, juliaturc, nixiieee, opendiffusionai, ossaili, quik-models, unography, victorzarzu, and visheratin (jgreely is hosted on GitHub). The License column reflects the source's declared license at the corresponding verification date. Image-prompt tables live in nl/ or tags/; older entries below show only the table name.

LanceDB file	Source dataset	License
Aconexx.CivitAI-Flux-Prompts.lance	Aconexx/CivitAI-Flux-Prompts	Apache-2.0
AlekseyKorshuk.midjourney-prompts-text-dedup.lance	AlekseyKorshuk/midjourney-prompts-text-dedup	Not specified
AlekseyKorshuk.product-photography-v1-tiny-prompts-tasks-collage-filtered.lance	AlekseyKorshuk/product-photography-v1-tiny-prompts-tasks-collage-filtered	Not specified
AliN96.midjourney-prompts-embeddings.lance	AliN96/midjourney-prompts-embeddings	MIT
BaiqiL.GenAI-Bench.lance	BaiqiL/GenAI-Bench	Apache-2.0
nl/CaptionEmporium.flickr-megalith-10m-internvl2-multi-caption.lance	CaptionEmporium/flickr-megalith-10m-internvl2-multi-caption	CC-BY-SA-4.0
nl/CaptionEmporium.laion-pop-llama3.2-11b.lance	CaptionEmporium/laion-pop-llama3.2-11b	CC-BY-SA-4.0
nl/CaptionEmporium.midjourney-niji-1m-llavanext.lance	CaptionEmporium/midjourney-niji-1m-llavanext	CC-BY-SA-4.0
ChrisGoringe.flux_prompts.lance	ChrisGoringe/flux_prompts	Apache-2.0
CodeGoat24.UniGenBench.lance	CodeGoat24/UniGenBench	MIT
CyberHarem.lance	CyberHarem (organization)	MIT
DamarJati.SD-Prompts.lance	DamarJati/SD-Prompts	CC0-1.0
DamarJati.mj-disney.lance	DamarJati/mj-disney	Not specified
nl/Doub7e.ArtBench-2-gpt4o-captions.lance	Doub7e/ArtBench-2-gpt4o-captions	Not specified
Falah.anime_arabic_style_prompts.lance	Falah/anime_arabic_style_prompts	Not specified
nl/Falah.new_photorealistic_prompts.lance	Falah/new_photorealistic_prompts	Not specified
Falah.varied_portrait_prompts.lance	Falah/varied_portrait_prompts	Not specified
nl/Felldude.84k_40GB_Captioned_2k_XXX_Images.lance	Felldude/84k_40GB_Captioned_2k_XXX_Images	CreativeML-OpenRAIL-M
nl/Felldude.Human_Corpus_Small.lance	Felldude/Human_Corpus_Small	CreativeML-OpenRAIL-M
nl/Felldude.xxx_hdr_13GB.lance	Felldude/xxx_hdr_13GB	CreativeML-OpenRAIL-M
FredZhang7.anime-prompts-180K.lance	FredZhang7/anime-prompts-180K	CreativeML-OpenRAIL-M
nl/GHonem.fashion_image_caption-3500.lance	GHonem/fashion_image_caption-3500	Not specified
Geonmo.midjourney-prompts-only.lance	Geonmo/midjourney-prompts-only	Not specified
Gustavosta.Stable-Diffusion-Prompts.lance	Gustavosta/Stable-Diffusion-Prompts	Unknown
KBlueLeaf.danbooru2023-florence2-caption.lance	KBlueLeaf/danbooru2023-florence2-caption	Apache-2.0
Mediocreatmybest.Miscellany_of_Australian_Historical_Photography.lance	Mediocreatmybest/Miscellany_of_Australian_Historical_Photography	CC0-1.0
MingSafeR.anime_porn_image_prompts.lance	MingSafeR/anime_porn_image_prompts	Apache-2.0
MingSafeR.photo_porn_image_prompts.lance	MingSafeR/photo_porn_image_prompts	Apache-2.0
MohamedRashad.midjourney-detailed-prompts.lance	MohamedRashad/midjourney-detailed-prompts	Apache-2.0
Nelis.Midjourney_Stable_Diffusion_prompts.lance	Nelis/Midjourney_Stable_Diffusion_prompts	Unknown
Nelis.prompts.lance	Nelis/prompts	Unknown
NewEden.CivitAI-SD-Prompts.lance	NewEden/CivitAI-SD-Prompts	Apache-2.0
Owen777.9M_77Token_SDXL_Prompts.lance	Owen777/9M_77Token_SDXL_Prompts	Not specified
Pratofeitoo.fashion_photography_prompts_SDXL.lance	Pratofeitoo/fashion_photography_prompts_SDXL	Not specified
nl/RicemanT.Anime-Background-Finetuning-V1.1.screencap.lance	RicemanT/Anime-Background-Finetuning-V1.1	Apache-2.0
nl/RicemanT.booru-essence-2026.danbooru.lance	RicemanT/booru-essence-2026	CC-BY-NC-SA-4.0
nl/RicemanT.booru-essence-2026.e621.lance	RicemanT/booru-essence-2026	CC-BY-NC-SA-4.0
nl/SilentAntagonist.vintage-artworks-60k-captioned.lance	SilentAntagonist/vintage-artworks-60k-captioned	CC-BY-SA-4.0
SilentAntagonist.vintage-photography-450k-high-quality-captions.lance	SilentAntagonist/vintage-photography-450k-high-quality-captions	CC-BY-SA-4.0
tags/ThetaCursed.danbooru-2026-clean-metadata.lance	ThetaCursed/danbooru-2026-clean-metadata	Not specified
WoWoWoWololo.stable_diffusion_female_prompts.lance	WoWoWoWololo/stable_diffusion_female_prompts	MIT
X779.Danbooruwildcards.characters_str_tags_danbooru_full.lance	X779/Danbooruwildcards	Other
agentlans-stock-photos-asian-people.lance	agentlans/stock-photos-asian-people	CC0-1.0
akba08.ultra-realistic-cinematic-photography.lance	akba08/ultra-realistic-cinematic-photography	MIT
caqlayan.prompts2.lance	caqlayan/prompts2	Not specified
chengli-thu.anime-character-prompt-15k.lance	chengli-thu/anime-character-prompt-15k	Apache-2.0
chinoll.Danbooru2024-Webp-4MPixel-NL.lance	chinoll/Danbooru2024-Webp-4MPixel-NL	Other (see page)
civitai.author_prompts.lance	civitai.com site scrape (no Hugging Face source)	Not specified
civitai.lance	civitai.com site scrape (no Hugging Face source)	Not specified
nl/codeShare.chroma_prompts.anime_captions.lance	codeShare/chroma_prompts	MIT
nl/codeShare.chroma_prompts.photoreal.lance	codeShare/chroma_prompts	MIT
nl/codeShare.chroma_prompts.reddit_captions.lance	codeShare/chroma_prompts	MIT
csuhan.midjourney-prompts-FLUX.lance	csuhan/midjourney-prompts-FLUX	Not specified
dartags.danbooru-2408-blind-captions.lance	dartags/danbooru-2408-blind-captions	MIT
daspartho.stable-diffusion-prompts.lance	daspartho/stable-diffusion-prompts	Not specified
deepghs.sankaku_full.lance	deepghs/sankaku_full	Other
dnkdnk.CVTG-2K.lance	dnkdnk/CVTG-2K	Apache-2.0
dvilasuero.awesome_hunyuanImage_prompts.lance	dvilasuero/awesome_hunyuanImage_prompts	Apache-2.0
gaodrew.midjourney-prompts-highquality.lance	gaodrew/midjourney-prompts-highquality	Apache-2.0
gnokit.stable-diffusion-prompts.lance	gnokit/stable-diffusion-prompts	Not specified
huzaib.stable-diffusion-prompts.lance	huzaib/stable-diffusion-prompts	Not specified
isidentical.random-stable-diffusion-prompts.lance	isidentical/random-stable-diffusion-prompts	Not specified
nl/jgreely.c1ga.lance	jgreely/c1ga (GitHub, no Hugging Face source)	MIT
jorgevipo.image_prompts_dataset.lance	jorgevipo/image_prompts_dataset	Not specified
jtatman.stable-diffusion-prompts-stats-full-uncensored.lance	jtatman/stable-diffusion-prompts-stats-full-uncensored	Not specified
jtatman.stable-diffusion-prompts-uncensored.lance	jtatman/stable-diffusion-prompts-uncensored	MIT
nl/juliaturc.captioned-cartoons.lance	juliaturc/captioned-cartoons	Not specified
k-mktr.improved-flux-prompts-photoreal-portrait.lance	k-mktr/improved-flux-prompts-photoreal-portrait	MIT
k-mktr.improved-flux-prompts.lance	k-mktr/improved-flux-prompts	MIT
k-mktr.trending-text-to-image.lance	k-mktr/trending-text-to-image	MIT
k-mktr.z-image-ethnicity-test.lance	k-mktr/z-image-ethnicity-test	Apache-2.0
k-mktr.z-image-examples.lance	k-mktr/z-image-examples	Apache-2.0
kaupane.vintage-photography-captions.lance	kaupane/vintage-photography-captions	Not specified
lioooox.T2I-CoReBench.lance	lioooox/T2I-CoReBench	Apache-2.0
tags/llaa33219.danbooru-anime-screenshot.lance	llaa33219/danbooru-anime-screenshot	Not specified
mnemic.200k-random-prompts.lance	mnemic/200k-random-prompts	Not specified
moescape.lance	moescape.ai site scrape (no Hugging Face source)	Not specified
nl/nixiieee.wikiart_captions.lance	nixiieee/wikiart_captions	Not specified
nl/opendiffusionai.pexels-woman-croppable.lance	opendiffusionai/pexels-woman-croppable	Not specified
nl/ossaili.archdaily_30k_captioned.lance	ossaili/archdaily_30k_captioned	Not specified
poloclub.diffusiondb.lance	poloclub/diffusiondb	CC0-1.0
nl/quarterturn.danbooru-1024-eq-captioned.lance	quarterturn/danbooru-1024-eq-captioned	CC-BY-SA-4.0 (Hub metadata; see note below)
nl/quik-models.captions-100k.lance	quik-models/captions-100k	Not specified
roborovski.upsampled-prompts-parti.lance	roborovski/upsampled-prompts-parti	Not specified
sengunsipahi.civitai_top10k.lance	sengunsipahi/civitai_top10k	Not specified
succinctly.midjourney-prompts.lance	succinctly/midjourney-prompts	Apache-2.0
suriyagunasekar.midjourney-prompts.lance	suriyagunasekar/midjourney-prompts	MIT
svjack-conceptual_captions_3m_en_tiny.lance	svjack/conceptual_captions_3m_en_tiny	Not specified
taoki.stair-captions-prompts.lance	taoki/stair-captions-prompts	CC-BY-4.0
tommmyhug.concept-art-female-anime-realism-fantasy-cyberpunk-steampunk-post-apocalypse-art-prompts.lance	tommmyhug/concept-art-female-anime-realism-fantasy-cyberpunk-steampunk-post-apocalypse-art-prompts	MIT
nl/unography.shopify-stock-images-2048-captioned.lance	unography/shopify-stock-images-2048-captioned	Not specified
nl/victorzarzu.interior-design-edit-captions.lance	victorzarzu/interior-design-edit-captions	Not specified
nl/visheratin.unsplash-caption-questions-init.lance	visheratin/unsplash-caption-questions-init	Not specified
wtcherr.midjourney-prompts.lance	wtcherr/midjourney-prompts	Not specified
nl/webshart.pseudo-camera-10k-structured.lance	webshart/pseudo-camera-10k-structured	CC (variant unspecified in Hub metadata)
nl/webshart.terminusresearch-photo-aesthetics.lance	webshart/terminusresearch-photo-aesthetics	MIT
nl/webshart.terminusresearch-photo-anatomy.lance	webshart/terminusresearch-photo-anatomy	MIT
nl/webshart.terminusresearch-photo-typography.lance	webshart/terminusresearch-photo-typography	MIT

Some local table names include a subset suffix after the source repository name:

• RicemanT.Anime-Background-Finetuning-V1.1.screencap refers to the source's Screencap/ subset.
• RicemanT.booru-essence-2026.danbooru and .e621 refer to the source's data/danbooru.parquet and data/e621.parquet files.
• codeShare.chroma_prompts.anime_captions, .photoreal, and .reddit_captions refer to subsets within codeShare/chroma_prompts, not separate Hub repositories.

Notes

• "Not specified" means the source repository did not declare a license on its Hub page. That is not the same as public domain — when in doubt, contact the dataset author before reusing the data.
• Several datasets are themselves derivatives (e.g. daspartho/stable-diffusion-prompts and gaodrew/... are filtered subsets of other datasets, and kaupane/... re-captions SilentAntagonist/...). Upstream terms may also apply.
• quarterturn/danbooru-1024-eq-captioned declares CC-BY-SA-4.0 in its Hub metadata, but its dataset card also limits use to personal offline research and states that images remain under individual artist copyright. See the linked source for these additional terms.
• These tables are redistributions/derivatives of the datasets above; the original authors retain all rights to their data. If you are a dataset author and would like your data removed, please open an issue on the SwarmUI-Quarry repository.
• Licenses vary per dataset. Always check the linked source before using any data commercially or redistributing it further.

Short-story & roleplay datasets (short-stories/)

The tables in the short-stories/ subfolder are a separate collection of prose datasets — short stories, roleplay/instruction conversations, and writing-prompt data — rather than the text-to-image prompts above. They follow the same naming idea, except the / in the source repository id is replaced by - (so org/repo boundaries are not always obvious from the file name alone). Every link below was verified against the Hugging Face Hub on 2026-06-27; the License column reflects the license declared on each dataset's Hub page at that time.

LanceDB file	Source dataset	License
short-stories/Chat-Error-tinystories-gpt4-eval.lance	Chat-Error/tinystories-gpt4	Not specified
short-stories/Chat-Error-tinystories-gpt4-train.lance	Chat-Error/tinystories-gpt4	Not specified
short-stories/DataMajin-Data-Majin_Short-Stories.lance	DataMajin/Data-Majin_Short-Stories	OpenRAIL
short-stories/NewEden-Forge-Erebus-R_ShortStories-Combined.lance	NewEden-Forge/Erebus-R_ShortStories-Combined	Not specified
short-stories/SicariusSicariiStuff-No_Robots_ShareGPT.lance	SicariusSicariiStuff/No_Robots_ShareGPT	Apache-2.0
short-stories/SicariusSicariiStuff-Reddit_Dirty_Writing_Prompts_ShareGPT.lance	SicariusSicariiStuff/Reddit_Dirty_Writing_Prompts_ShareGPT	Apache-2.0
short-stories/SicariusSicariiStuff-Short_Stories_ShareGPT1.lance	SicariusSicariiStuff/Short_Stories_ShareGPT	Apache-2.0
short-stories/TinyStoriesV2-GPT4-train.lance	roneneldan/TinyStories	CDLA-Sharing-1.0
short-stories/agentlans-Gemma-2-Ataraxy-9B-short-stories.lance	agentlans/Gemma-2-Ataraxy-9B-short-stories	Gemma
short-stories/agentlans-lemonilia-LimaRP-scenario.lance	agentlans/lemonilia-LimaRP	Apache-2.0
short-stories/agentlans-lemonilia-LimaRP-user_description.lance	agentlans/lemonilia-LimaRP	Apache-2.0
short-stories/agentlans-lemonilia-LimaRP.lance	agentlans/lemonilia-LimaRP	Apache-2.0
short-stories/agentlans-literary-genre-examples.lance	agentlans/literary-genre-examples	CC-BY-NC-SA-4.0
short-stories/agentlans-literary-reasoning.lance	agentlans/literary-reasoning	CC0-1.0
short-stories/agentlans-prompt-difficulty.lance	agentlans/prompt-difficulty	CC-BY-4.0
short-stories/allura-org-SynthRP-RpR-converted.lance	allura-org/SynthRP-RpR-converted	CC-BY-SA-4.0
short-stories/allura-org-r_shortstories_24k.lance	allura-org/r_shortstories_24k	CC-BY-NC-ND-4.0
short-stories/athena-ml-gpt4_short_stories_with_tokens.lance	athena-ml/gpt4_short_stories_with_tokens	Not specified
short-stories/dltdojo-park-tinystories-533k.lance	dltdojo/park-tinystories-533k	Not specified
short-stories/lordgrim18-short-stories.lance	lordgrim18/short-stories	Not specified
short-stories/roneneldan-TinyStories.lance	roneneldan/TinyStories	CDLA-Sharing-1.0
short-stories/skeskinen-TinyStories-hf.lance	skeskinen/TinyStories-hf	Not specified

A few of these file names are not a direct org-repo split:

• Chat-Error-tinystories-gpt4-eval and -train are the two splits of the single repo Chat-Error/tinystories-gpt4 (the local eval name corresponds to the Hub's test split).
• TinyStoriesV2-GPT4-train is the TinyStoriesV2-GPT4-train.txt file shipped inside roneneldan/TinyStories, not a standalone repo.
• SicariusSicariiStuff-Short_Stories_ShareGPT1 maps to SicariusSicariiStuff/Short_Stories_ShareGPT (the trailing 1 is a local shard suffix).
• agentlans-lemonilia-LimaRP-scenario and -user_description are column subsets of agentlans/lemonilia-LimaRP; no separate Hub repos exist for those suffixes.
• skeskinen/TinyStories-hf is itself a copy of roneneldan/TinyStories (CDLA-Sharing-1.0) but declares no license of its own.

Video prompt datasets (video/)

The tables in the video/ subfolder contain text-to-video prompts or index metadata. They follow the same naming idea as the main table (the / in the source repository id replaced by a .). The links below were verified against the Hugging Face Hub on 2026-07-03 (GokuScraper), 2026-09-13 (webshart), and 2026-09-15 (AdwolfCzar, DSULT-Core, MultimodalFriends, and svjack); the License column reflects each repository's declaration at that time.

LanceDB file	Source dataset	License
video/AdwolfCzar.bouncing_body_jiggle_dataset_captioned_30-07.lance	AdwolfCzar/bouncing_body_jiggle_dataset_captioned_30-07	Not specified
video/DSULT-Core.i-love-anime-sakuga.aesthetic.lance	DSULT-Core/i-love-anime-sakuga	Other (gaysex-dont-be-a-prick-license)
video/DSULT-Core.i-love-anime-sakuga.full.lance	DSULT-Core/i-love-anime-sakuga	Other (gaysex-dont-be-a-prick-license)
video/GokuScraper.seedance-2-prompts-datasets.lance	GokuScraper/seedance-2-prompts-datasets	CC-BY-4.0
video/MultimodalFriends.AcitvityNet-Captions-bootstrapped-5K.lance	MultimodalFriends/AcitvityNet-Captions-bootstrapped-5K	Not specified
video/svjack.Goku_MovieGenBench_Videos_Captioned.lance	svjack/Goku_MovieGenBench_Videos_Captioned	Not specified
video/webshart.OpenVid-1M-webshart-indices.lance	webshart/OpenVid-1M-webshart-indices	Not specified (index repository; source videos declare CC-BY-4.0)

The OpenVid table contains index metadata and captions, not the source video files. The DSULT-Core.i-love-anime-sakuga.aesthetic and .full tables correspond to metadata/sakugadataset_train_aesthetic.parquet and metadata/sakugadataset_train_full.parquet within the same source repository. Its custom license is linked in the table above. AcitvityNet preserves the spelling used by the MultimodalFriends source repository.

Music datasets (music/)

The music/ folder contains music caption and metadata tables. The source repository below was verified against the Hugging Face Hub on 2026-09-13.

LanceDB file	Source dataset	License / rights
music/webshart.suno-various-94k.lance	webshart/suno-various-94k	Source rights retained; see dataset card

Publishing / updating this collection

Upload new or changed tables:

hf upload-large-folder jtreminio/prompt-dataset . --repo-type=dataset

Note: uploading only adds and updates files — it never removes them. If you move or rename a table locally (e.g. into nl/ or tags/), the old copy still lingers on the remote and must be deleted explicitly so the Hub tree matches local:

# delete a single stale path (recursive)
hf repos delete-files jtreminio/prompt-dataset "old-name.lance/*" --repo-type=dataset

To prune everything on the remote that no longer exists locally in one pass, diff the two trees (the CLI has no file-listing command, so use the huggingface_hub Python API) and feed the stale top-level paths to delete-files:

PATTERNS=$(python -c '
import os
from huggingface_hub import HfApi
remote = set(f.split("/")[0] for f in
    HfApi().list_repo_files("jtreminio/prompt-dataset", repo_type="dataset"))
local = set(os.listdir("."))
# never delete the Hub-managed .gitattributes
for p in sorted((remote - local) - {".gitattributes"}):
    print(f"{p}/*")
')
hf repos delete-files jtreminio/prompt-dataset $PATTERNS --repo-type=dataset

Before deleting, confirm each stale path has really been relocated (e.g. now lives under nl/ or tags/) so you are pruning duplicates, not the only copy.