metadata

library_name: diffusers
pipeline_tag: text-to-image

Warning: THIS model is NOT suitable for use by minors. The model can/will generate X-rated/NFSW content.

E621 Rising Stable Diffusion 2.1 Model [epoch 19]

Guaranteed NSFW or your money back
Fine-tuned from Stable Diffusion v2-1-base
19 epochs of 450,000 images each, collected from E621 and curated based on scores, favorite counts, and tag filtering.
Trained with 5,356 tags
512x512px
Compatible with 🤗 diffusers
Compatible with stable-diffusion-webui
Likely compatible with anything that accepts .ckpt and .yaml files

Getting Started

Examples

Example Prompt

anthro solo female standing rating:questionable

species:equine biped
two_tone_fur grey_body grey_fur white_fur white_snout white_markings gloves_marking white_tail
blue_eyes facial_markings white_hair white_mane evil_grin 
athletic_female

meta:shaded
meta:digital_media_artwork
meta:detailed
meta:digital_painting_artwork

seductive looking_at_viewer
tomboy
tomb raider outfit

Changes From E621

See a complete list of tags here.

Symbols have been prefixed with symbol:, e.g. symbol:<3
All categories except general have been prefixed with the category name, e.g. copyright:somename. The categories are:
- artist
- copyright
- character
- species
- invalid
- meta
- lore
Tag names are all lowercase and only contain a-z, 0-9, /, and _ letters
: is used to separate the category name from the tag

Additional Tags

Image rating
- rating:explicit
- rating:questionable
- rating:safe

Training Procedure

204-272 images per batch (epoch variant)
512x512px image size
Adam optimizer
- Beta1 = 0.9
- Beta2 = 0.999
- Weight decay = 1e-2
- Epsilon = 1e-08
Constant learning rate 4e-6
bf16 mixed precision
12 epochs of samples stretched to 512x512px (ignore aspect ratio)
4 epochs of samples resized to 512xH or Wx512px with center crop (maintain aspect ratio)
3 epochs of samples resized to < 512x512px (maintain aspect ratio)
Tags for each sample are shuffled for each epoch, starting from epoch 16