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-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_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-prompts-stats-full-uncensoredperson-centric-images-stable-diffusion-v1-1lexica-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".
Benchmark-Images-for-Stable-Diffusion-Biasstable-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
civitai-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-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.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-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_instructional_datasetstable-diffusion-prompts
Dataset Card for "stable-diffusion-prompts"
More Information needed
stable-diffusion-promptsSubset dataset of diffusiondb consisting of just unique prompts.
Created this subset dataset for the Prompt Extend project.
stable-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.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_LLavastable-diffusion-2.1-random
Stable Diffusion 2.1 Random Images
A dataset of 5010 synthetic images (768 x 768) generated via ComfyUI to explore the latent space of Stable Diffusion 2.1 in a completely unbiased, randomized way.
Generation Parameters
Model: v2-1_768-ema-pruned.safetensors
VAE: default
Sampler: euler_ancestral | Steps: 20 | CFG: 8.0 | Seed: Random
Prompt Configuration
Both prompts are dynamically assembled to fill the 75-token limit:
Positive Prompt: 75… See the full description on the dataset page: https://huggingface.co/datasets/agentlans/stable-diffusion-2.1-random.random-stable-diffusion-promptsStableDiffusionstable-diffusion-2-1_obj15_set4_seed100stable_diffusion_female_prompts
stable_diffusion_female_prompts
⚠ PRECAUTION : This dataset contains NSFW and SFW prompts. ⚠
Stable Diffusion female prompts and some informations about the generated images
Dataset Details
Dataset Description
Enhancing the dataset progress is going on and going to be updated frequently.
These Huggingface datasets are used for enhancing the dataset:
FredZhang7/anime-prompts-180K
FredZhang7/stable-diffusion-prompts-2.47M… See the full description on the dataset page: https://huggingface.co/datasets/WoWoWoWololo/stable_diffusion_female_prompts.stable-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.stable_diffusion_instructional_dataset
Stable Diffusion Dataset
Description:
This dataset is in Jsonl format and is based on the MadVoyager/stable_diffusion_instructional_dataset.
Overview:
The Stable Diffusion Dataset comprises approximately 80,000 meticulously curated prompts sourced from the image finder of Stable Diffusion: "Lexica.art". The dataset is intended to facilitate training and fine-tuning of various language models, including LLaMa2.
Key Features:
◉ Jsonl format for… See the full description on the dataset page: https://huggingface.co/datasets/lusstta/stable_diffusion_instructional_dataset.Stable-diffusion-configsstable_diffusion_prompts
Stable Diffusion Prompts Dataset
The Stable Diffusion Prompts Dataset is a collection of prompts designed to generate art-style prompts for the Stable Diffusion Model. This dataset provides prompts for generating art-related descriptions using a specific art style as the label.
Dataset Details
Dataset Name: Stable Diffusion Prompts Dataset
Number of Prompts: 5000
Labels: Art Style Names
Dataset Structure
The dataset is provided in a CSV file format with the… See the full description on the dataset page: https://huggingface.co/datasets/Falah/stable_diffusion_prompts.