sd21-e621-rising-v1

<div style='background: #ffdddd; padding:0.5em;'> Warning: This model is NOT suitable for use by minors. The model can/will generate X-rated/NFSW content. </div> <div style='background: #bbeeff; padding:0.5em; margin-top:1em; margin-bottom:1em;'> This version is now <strong>outdated</strong>. For much improved results, try out <a href='https://huggingface.co/hearmeneigh/sd21-e621-rising-v2'>version 2</a>. </div>

E621 Rising: A 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

• Stable Diffusion WebUI How-To
• Python How-To

Examples

<img src="https://huggingface.co/hearmeneigh/sd21-e621-rising-v1/resolve/main/guides/example-1.jpg" width="512" height="512"> <img src="https://huggingface.co/hearmeneigh/sd21-e621-rising-v1/resolve/main/guides/example-2.jpg" width="512" height="512">

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

Omissions

Images with any of the following tags were omitted from training. No value judgment here, just needed to cull the E621 image library to a cost-efficient size. The complete list of included tags is available here.

• 2_penises
• 4_balls
• 4_breasts
• 6_arms
• 6_breasts
• amputee
• baby
• character:fenneko
• character:fifi_la_fume
• character:frisk_undertale
• character:rouge_the_bat
• character:toriel
• child
• chubby_female
• chubby_gynomorph
• copyright:101_dalmatians
• copyright:adventure_time
• copyright:alien_franchise
• copyright:animal_crossing
• copyright:chikn_nuggit
• copyright:chip_n_dale_rescue_rangers
• copyright:conkers_bad_fur_day
• copyright:crash_team_racing_nitrofueled
• copyright:crash_team_racing_series
• copyright:cuphead_game
• copyright:digimon
• copyright:disgaea
• copyright:donkey_kong_series
• copyright:dragon_ball_z
• copyright:ducktales
• copyright:ducktales_2017
• copyright:family_guy
• copyright:five_nights_at_freddys
• copyright:friendship_is_magic
• copyright:how_to_train_your_dragon
• copyright:jurassic_park
• copyright:kelloggs
• copyright:lady_and_the_tramp
• copyright:lego
• copyright:looney_tunes
• copyright:magic_the_gathering
• copyright:mario_bros
• copyright:masters_of_the_universe
• copyright:minecraft
• copyright:mlp_g5
• copyright:ms_paint_adventures
• copyright:my_little_pony
• copyright:ocarina_of_time
• copyright:ori_and_the_blind_forest
• copyright:ori_series
• copyright:parappa_the_rapper
• copyright:pokemon
• copyright:regular_show
• copyright:rick_and_morty
• copyright:sam_and_max
• copyright:scoobydoo_series
• copyright:scottgames
• copyright:shirt_cut_meme
• copyright:sonic_the_hedgehog_series
• copyright:spongebob_squarepants
• copyright:star_trek
• copyright:star_wars
• copyright:starbound
• copyright:super_planet_dolan
• copyright:super_smash_bros
• copyright:swat_kats
• copyright:talespin
• copyright:team_cherry
• copyright:teen_titans
• copyright:teenage_mutant_ninja_turtles
• copyright:teenage_mutant_ninja_turtles_2022
• copyright:the_amazing_world_of_gumball
• copyright:the_legend_of_zelda
• copyright:tiny_toon_adventures
• copyright:tom_and_jerry
• copyright:twilight_princess
• copyright:um_jammer_lammy
• copyright:wayforward
• copyright:we_bare_bears
• copyright:winnie_the_pooh_franchise
• copyright:xcom
• copyright:yugioh
• cub
• death
• diaper
• expansion
• expression_sheet
• favorites:below_50
• feces
• feral
• feral_on_feral
• filth
• foot_fetish
• foot_focus
• gore
• huge_areola
• huge_butt
• huge_butt
• hyper
• hyper_anus
• hyper_balls
• hyper_belly
• hyper_breasts
• hyper_butt
• hyper_feet
• hyper_genitalia
• hyper_genitalia
• hyper_hips
• hyper_lips
• hyper_muscles
• hyper_nipples
• hyper_penis
• hyper_pregnancy
• hyper_pussy
• hyper_sheath
• hyper_thighs
• hyper_tongue
• imminent_death
• imminent_vore
• inflation
• loli
• meta:3d_artwork
• meta:comic
• meta:compression_artifacts
• meta:distracting_watermark
• meta:line_art
• meta:marker_artwork
• meta:model_sheet
• meta:monochrome
• meta:pen_artwork
• meta:pencil_artwork
• meta:sketch
• meta:sketch_page
• meta:unfinished
• micro
• moobs
• morbidly_obese
• nightmare_fuel
• obese
• overweight
• peeing
• plushophilia
• pooping
• pregnant
• scat
• score:below_25
• shota
• smelly
• snuff
• soiling
• species:animate_inanimate
• species:arachnid
• species:arachnid_humanoid
• species:avian
• species:eldritch_abomination
• species:food_creature
• species:insect
• species:insect_humanoid
• species:living_aircraft
• species:living_clothing
• species:living_fruit
• species:living_inflatable
• species:living_machine
• species:taur
• species:wasp
• square_crossover
• style_parody
• teats
• tentacles
• teratophilia
• toddler
• toony
• transformation
• udders
• unusual_anatomy
• unusual_genitalia
• unusual_genitalia_placement
• unusual_penis_placement
• urethral
• urethral_penetration
• urine_stream
• voluptuous
• vore
• watersports
• young

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
• 8 epochs of samples stretched to 512x512px (ignore aspect ratio)
• 9 epochs of samples resized to 512xH or Wx512px with center crop (maintain aspect ratio)
• 2 epochs of samples resized to < 512x512px (maintain aspect ratio)
• Tags for each sample are shuffled for each epoch, starting from epoch 16