datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
Stable-Diffusion-Prompts
Stable Diffusion Dataset
This is a set of about 80,000 prompts filtered and extracted from the image finder for Stable Diffusion: "Lexica.art". It was a little difficult to extract the data, since the search engine still doesn't have a public API without being protected by cloudflare.
If you want to test the model with a demo, you can go to: "spaces/Gustavosta/MagicPrompt-Stable-Diffusion".
If you want to see the model, go to: "Gustavosta/MagicPrompt-Stable-Diffusion".
stable-diffusion-v1-5-glazed
Dataset Card for Stable Diffusion v1.5 Glazed Samples
Dataset Description
Dataset Summary
This dataset contains image samples originally generated by runwayml/stable-diffusion-v1-5
and subsequently processed by Glaze tool.
Supported Tasks and Leaderboards
[More Information Needed]
Languages
[More Information Needed]
Dataset Structure
Data Instances
[More Information Needed]
Data Fields
[More Information… See the full description on the dataset page: https://huggingface.co/datasets/hanamizuki-ai/stable-diffusion-v1-5-glazed.Stable_Diffusion_3_RecaptionThis dataset is the one specified in the stable diffusion 3 paper which is composed of the ImageNet dataset and the CC12M dataset.
I used the ImageNet 2012 train/val data and captioned it as specified in the paper: "a photo of a 〈class name〉" (note all ids are 999,999,999)
CC12M is a dataset with 12 million images created in 2021. Unfortunately the downloader provided by Google has many broken links and the download takes forever.
However, some people in the community publicized the dataset.… See the full description on the dataset page: https://huggingface.co/datasets/gmongaras/Stable_Diffusion_3_Recaption.stable-diffusion-webui
Stable Diffusion web UI
A browser interface based on Gradio library for Stable Diffusion.
Features
Detailed feature showcase with images:
Original txt2img and img2img modes
One click install and run script (but you still must install python and git)
Outpainting
Inpainting
Color Sketch
Prompt Matrix
Stable Diffusion Upscale
Attention, specify parts of text that the model should pay more attention to
a man in a ((tuxedo)) - will pay more attention to tuxedo
a man in a… See the full description on the dataset page: https://huggingface.co/datasets/PennyJX/stable-diffusion-webui.stable-diffusion-prompts-stats-full-uncensoredcivitai-stable-diffusion-337k
How to Use
from datasets import load_dataset
dataset = load_dataset("thefcraft/civitai-stable-diffusion-337k")
print(dataset['train'][0])
download images
download zip files from images dir
https://huggingface.co/datasets/thefcraft/civitai-stable-diffusion-337k/tree/main/images
it contains some images with id
from zipfile import ZipFile
with ZipFile("filename.zip", 'r') as zObject: zObject.extractall()
Dataset Summary
GitHub URL:-… See the full description on the dataset page: https://huggingface.co/datasets/thefcraft/civitai-stable-diffusion-337k.stable-diffusion-discord-promptsstable-diffusion-discord-prompts
All messages from dreambot from all dream-[1-50] channels in stable-diffusion discord
source:
https://github.com/bartman081523/stable-diffusion-discord-prompts
lexica-stable-diffusion-v1-5
Stable Diffusion Dataset
This is a set of about 80,000 Image-Prompt pairs generated by stable-diffusion-v1-5.
The Prompts come from dataset Stable-Diffusion-Prompts which filtered and extracted from the image finder for Stable Diffusion: "Lexica.art".
bm-subnet-stable-diffusion-xl-base-1.0stable-diffusion-prompts-2.47M
Source
Combined text-only dataset from
poloclub/diffusiondb
Gustavosta/Stable-Diffusion-Prompts
bartman081523/stable-diffusion-discord-prompts
FredZhang7/krea-ai-prompts
For preprocessing methods, please see Fast GPT2 PromptGen.
Python
Download and save the dataset to all_prompts.txt locally.
pip install datasets
import datasets
dataset = datasets.load_dataset("FredZhang7/stable-diffusion-prompts-2.47M")
train = dataset["train"]
prompts = train["text"]
with… See the full description on the dataset page: https://huggingface.co/datasets/FredZhang7/stable-diffusion-prompts-2.47M.stable-diffusion-webui-1.7.0
Stable Diffusion web UI
A browser interface based on Gradio library for Stable Diffusion.
Features
Detailed feature showcase with images:
Original txt2img and img2img modes
One click install and run script (but you still must install python and git)
Outpainting
Inpainting
Color Sketch
Prompt Matrix
Stable Diffusion Upscale
Attention, specify parts of text that the model should pay more attention to
a man in a ((tuxedo)) - will pay more attention to tuxedo
a man in a… See the full description on the dataset page: https://huggingface.co/datasets/pluseen/stable-diffusion-webui-1.7.0.Benchmark-Images-for-Stable-Diffusion-Biasstable_diffusion_prompts_2m
Stable Diffusion Prompts 200m
Because Diffusion-DB dataset is too big. So I extracted the prompts out for prompt study.
The file introduction:
- sd_promts_2m.txt : the main dataset.
- sd_top5000.keywords.tsv: the top 5000 frequent key words or phrase.
stable-diffusion-webui
Stable Diffusion web UI
A browser interface based on Gradio library for Stable Diffusion.
Check the custom scripts wiki page for extra scripts developed by users.
Features
Detailed feature showcase with images:
Original txt2img and img2img modes
One click install and run script (but you still must install python and git)
Outpainting
Inpainting
Color Sketch
Prompt Matrix
Stable Diffusion Upscale
Attention, specify parts of text that the model should pay more… See the full description on the dataset page: https://huggingface.co/datasets/Kain1999/stable-diffusion-webui.bm-subnet-weekly-stable-diffusion-xl-base-1.0-256stable-diffusion-promptsSubset dataset of diffusiondb consisting of just unique prompts.
Created this subset dataset for the Prompt Extend project.
Stable-Diffusion-Prompts-Deduped-2.008M
Original Dataset by FredZhang7
Deduped from 2,473,022 down to 2,007,998.
Changed anything that had [ prompt text ], ( prompt text ), or < prompt text >, to [prompt text], (prompt text), and <prompt text>.
2 or more spaces converted to a single space.
Removed all "
Removed spaces at beginnings.
stable-diffusion-prompts
Dataset Card for "stable-diffusion-prompts"
More Information needed
cifar_stable_diffusionrandom-stable-diffusion-promptsstable-diffusion-prompts-uncensored
Dataset Card for "stable-diffusion-prompts-uncensored"
Not SAFE for public - Definately Unfiltered
This dataset comes from prompts shared from images' metadata on Civitai. Not for the faint of heart.
Thanks to Civitai.com for all the models, building a playground, allowing fine tuning of models, and generally being a good influence on model building and generation.
The purpose of this dataset is to allow for analysis of prompts and feature analysis in prompts and… See the full description on the dataset page: https://huggingface.co/datasets/jtatman/stable-diffusion-prompts-uncensored.person-centric-images-stable-diffusion-v1-4person-centric-images-stable-diffusion-v1-1stable-diffusion-prompts-stats-full-uncensoredStable_Diffusion_LLavastable_diffusion_instructional_datasetstable_diffusion_prompts_instruct
Stable diffusion prompts for instruction models fine-tuning
Overview
This dataset contains 80,000+ prompts summarized to make it easier to create instruction-tuned prompt enhancing models. Each row of the dataset contains two values:
a short description of a image
a full prompt corresponding to that description in a stable diffusion format
Hope this dataset can help creating amazing apps !
How to use
You can download and use the dataset easily using the… See the full description on the dataset page: https://huggingface.co/datasets/groloch/stable_diffusion_prompts_instruct.stable-diffusion-prompts-stats-full-uncensoredStableDiffusionstable-diffusion-1.5-random
Stable Diffusion 1.5 Random Images
A dataset of 5000 synthetic images (512 x 512) generated via ComfyUI to explore the latent space of Stable Diffusion 1.5 in a completely unbiased, randomized way.
Generation Parameters
Model: v1-5-pruned-emaonly.safetensors
VAE: vae-ft-mse-840000-ema-pruned.ckpt
Sampler: euler_ancestral | Steps: 20 | CFG: 8.0 | Seed: Random
Prompt Configuration
Both prompts are dynamically assembled to fill the 75-token limit:… See the full description on the dataset page: https://huggingface.co/datasets/agentlans/stable-diffusion-1.5-random.