LoRA created by merging multiple LoRA trained on the same dataset cropped at different aspects. Training steps and epochs are mostly irrevalent to my experiments to merging, but can be viewed in the logs below:

#1. First Model

prepare tokenizer

update token length: 225

Using DreamBooth method.

prepare images.

found directory /redacted/xxlayna_marie1x1v1/img/8_xxlayna_marie woman contains 1207 image files

9656 train images with repeating.

0 reg images.

no regularization images / 正則化画像が見つかりませんでした

[Dataset 0]

batch_size: 1

resolution: (768, 768)

enable_bucket: True

min_bucket_reso: 256

max_bucket_reso: 2048

bucket_reso_steps: 64

bucket_no_upscale: True

[Subset 0 of Dataset 0]

image_dir: "/redacted/xxlayna_marie1x1v1/img/8_xxlayna_marie woman"

image_count: 1207

num_repeats: 8

shuffle_caption: False

keep_tokens: 0

keep_tokens_separator:

caption_dropout_rate: 0.0

caption_dropout_every_n_epoches: 0

caption_tag_dropout_rate: 0.0

caption_prefix: None

caption_suffix: None

color_aug: False

flip_aug: False

face_crop_aug_range: None

random_crop: False

token_warmup_min: 1,

token_warmup_step: 0,

is_reg: False

class_tokens: xxlayna_marie woman

caption_extension: .txt

[Dataset 0]

loading image sizes.

make buckets

min_bucket_reso and max_bucket_reso are ignored if bucket_no_upscale is set, because bucket reso is defined by image size automatically / bucket_no_upscaleが指定された場合は、bucketの解像度は画像サイズから自動計算されるため、min_bucket_resoとmax_bucket_resoは無視されます

number of images (including repeats) / 各bucketの画像枚数（繰り返し回数を含む）

bucket 0: resolution (704, 768), count: 128

bucket 1: resolution (768, 704), count: 200

bucket 2: resolution (768, 768), count: 9328

mean ar error (without repeats): 0.0029433577039000174

preparing accelerator

loading model for process 0/1

load Diffusers pretrained models: runwayml/stable-diffusion-v1-5

UNet2DConditionModel: 64, 8, 768, False, False

U-Net converted to original U-Net

Enable xformers for U-Net

import network module: networks.lora

[Dataset 0]

caching latents.

checking cache validity...

caching latents...

create LoRA network. base dim (rank): 128, alpha: 64.0

neuron dropout: p=None, rank dropout: p=None, module dropout: p=None

create LoRA for Text Encoder:

create LoRA for Text Encoder: 72 modules.

create LoRA for U-Net: 192 modules.

enable LoRA for text encoder

enable LoRA for U-Net

prepare optimizer, data loader etc.

use AdamW optimizer | {}

running training / 学習開始

num train images * repeats / 学習画像の数×繰り返し回数: 9656

num reg images / 正則化画像の数: 0

num batches per epoch / 1epochのバッチ数: 9656

num epochs / epoch数: 4

batch size per device / バッチサイズ: 1

gradient accumulation steps / 勾配を合計するステップ数 = 1

total optimization steps / 学習ステップ数: 38624

epoch 1/4

generating sample images at step / サンプル画像生成ステップ: 6000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 768

width: 768

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

saving checkpoint: /redacted/xxlayna_marie1x1v1/model/xxlayna_marie1x1v1-000001.safetensors

epoch 2/4

generating sample images at step / サンプル画像生成ステップ: 12000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 768

width: 768

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

generating sample images at step / サンプル画像生成ステップ: 18000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 768

width: 768

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

saving checkpoint: /redacted/xxlayna_marie1x1v1/model/xxlayna_marie1x1v1-000002.safetensors

epoch 3/4

generating sample images at step / サンプル画像生成ステップ: 24000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 768

width: 768

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

saving checkpoint: /redacted/xxlayna_marie1x1v1/model/xxlayna_marie1x1v1-000003.safetensors

epoch 4/4

generating sample images at step / サンプル画像生成ステップ: 30000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 768

width: 768

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

generating sample images at step / サンプル画像生成ステップ: 36000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 768

width: 768

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

saving checkpoint: /redacted/xxlayna_marie1x1v1/model/xxlayna_marie1x1v1.safetensors

model saved.

using existing wd14 tagger model

Running wd14 tagger with onnx

loading onnx model: SmilingWolf/wd-v1-4-convnextv2-tagger-v2/model.onnx

found 1244 images.

Tag frequencies:

realistic: 1049

1girl: 1013

long hair: 941

brown hair: 904

nude: 751

1boy: 745

nipples: 663

penis: 657

breasts: 637

brown eyes: 559

looking at viewer: 492

open mouth: 466

pussy: 429

indoors: 426

black hair: 418

nail polish: 410

solo: 404

ass: 369

male pubic hair: 364

small breasts: 363

underwear: 358

navel: 349

sex: 339

barefoot: 328

blonde hair: 300

smile: 285

panties: 282

vaginal: 279

spread legs: 274

solo focus: 272

testicles: 265

erection: 248

closed eyes: 246

multiple girls: 235

tongue: 235

window: 234

lying: 234

couch: 231

piercing: 225

flat chest: 222

oral: 222

jewelry: 219

teeth: 213

tattoo: 209

red nails: 206

completely nude: 205

anus: 198

bed: 185

navel piercing: 184

sitting: 180

2girls: 178

bra: 177

girl on top: 168

thighhighs: 165

pillow: 163

outdoors: 160

fellatio: 157

shorts: 156

on back: 153

straddling: 152

on bed: 151

denim: 149

dark skin: 149

female pubic hair: 146

necklace: 145

garter belt: 145

feet: 143

tongue out: 142

denim shorts: 129

short shorts: 126

lingerie: 124

kneeling: 119

standing: 119

topless: 117

toenails: 110

toes: 108

day: 106

beard: 104

sex from behind: 101

pov: 100

grin: 99

toenail polish: 90

medium breasts: 89

group sex: 89

tree: 86

panties aside: 86

cutoffs: 77

multicolored hair: 77

sandals: 75

underwear only: 75

fingering: 73

short hair: 70

all fours: 69

anal: 68

cowgirl position: 67

licking: 67

reverse cowgirl position: 67

water: 66

looking back: 66

ass grab: 66

threesome: 64

white panties: 60

soles: 59

veins: 59

cunnilingus: 58

from behind: 58

reverse upright straddle: 57

shirt: 56

hair ornament: 56

earrings: 55

arm tattoo: 54

dress: 53

fingernails: 52

blue eyes: 51

3girls: 51

bare shoulders: 51

parted lips: 51

cum: 50

multiple boys: 49

high heels: 48

blue shorts: 47

midriff: 45

2boys: 45

from above: 42

flaccid: 42

pool: 41

looking at another: 41

pants: 40

bracelet: 40

tongue piercing: 39

hairclip: 39

curtains: 39

white thighhighs: 38

close-up: 37

bottomless: 37

collarbone: 36

handjob: 35

saliva: 35

licking penis: 35

ffm threesome: 35

tiles: 34

head out of frame: 34

blue panties: 34

pink nails: 33

public indecency: 33

looking up: 32

thong: 32

white bra: 32

male focus: 32

bald: 32

masturbation: 31

armpits: 30

bedroom: 30

nipple piercing: 30

doggystyle: 29

tile floor: 28

dark-skinned female: 28

female masturbation: 28

choker: 28

camisole: 27

arms up: 26

old: 26

facial: 25

public nudity: 25

chair: 24

clitoris: 23

guided penetration: 23

yellow panties: 23

umbrella: 22

bent over: 22

large penis: 22

flower: 22

hairy: 22

upper body: 22

unbuttoned: 21

blue bra: 21

shoes: 20

torso grab: 20

arm support: 20

spread ass: 20

foreskin: 19

ring: 19

red shirt: 19

squatting: 19

breasts apart: 19

hand on own ass: 18

hand on own thigh: 18

makeup: 17

armpit hair: 17

on stomach: 16

spread pussy: 16

penis on face: 16

strap slip: 16

torn clothes: 16

jeans: 16

depth of field: 16

bisexual female: 16

object insertion: 15

garter straps: 15

cowboy shot: 15

lace: 15

back: 15

exhibitionism: 15

black panties: 15

panty pull: 15

cleavage: 15

carrying: 15

kiss: 14

cum in mouth: 14

hands on own face: 14

red panties: 14

panties around one leg: 14

:>=: 14

bra pull: 14

hand on hip: 14

muscular male: 14

freckles: 14

leg tattoo: 14

red bra: 13

cum on body: 13

vaginal object insertion: 13

hands on own cheeks: 12

legs: 12

bathroom: 12

open fly: 12

ass focus: 12

imminent penetration: 12

cum on hair: 12

legs up: 12

sex toy: 12

dildo: 12

skirt: 11

pov crotch: 11

torn pants: 11

strapless: 11

pectorals: 11

cum on breasts: 11

covering: 11

watch: 11

shoulder tattoo: 11

white shirt: 11

top-down bottom-up: 10

tube top: 10

eyelashes: 10

on couch: 10

grabbing: 10

palm tree: 10

clothes lift: 9

lipstick mark: 9

legs over head: 9

hoop earrings: 9

unzipped: 9

carpet: 9

veiny penis: 9

torn jeans: 9

lipstick: 8

arms behind head: 8

table: 8

anal fingering: 8

reflection: 8

muscular: 8

covering crotch: 8

wristwatch: 8

sitting on person: 8

male underwear: 8

shirt lift: 7

head rest: 7

tan: 7

tanlines: 7

the pose: 7

on side: 7

covering mouth: 7

arm up: 7

watermark: 7

full body: 7

back tattoo: 7

shorts pull: 7

anus peek: 7

blue pants: 7

red lips: 7

sitting on face: 7

hairband: 7

sky: 6

cum on tongue: 6

web address: 6

white footwear: 6

socks: 6

yellow dress: 6

tribadism: 6

head tilt: 6

hand on another's head: 6

after sex: 6

bukkake: 6

4girls: 6

standing sex: 6

fangs: 6

sweater: 6

city: 6

breast grab: 6

crop top: 6

fishnets: 6

presenting: 6

very dark skin: 6

bulge: 5

topless male: 5

footjob: 5

black pants: 5

leopard print: 5

showering: 5

hand on another's chest: 5

nose piercing: 5

licking nipple: 5

vibrator: 5

undressing: 5

large breasts: 5

bar censor: 5

short sleeves: 5

t-shirt: 5

stomach: 5

eye contact: 5

after fellatio: 4

sleeveless: 4

poolside: 4

skindentation: 4

arm behind head: 4

reclining: 4

from side: 4

purple shirt: 4

g-string: 4

hands on own thighs: 4

cupless bra: 4

downblouse: 4

pearl necklace: 4

bare legs: 4

size difference: 4

orgy: 4

clothed male nude female: 4

cooperative fellatio: 4

shower (place): 4

finger in another's mouth: 4

phone: 4

male masturbation: 4

mirror: 4

horns: 4

femdom: 4

hand on own knee: 4

mmf threesome: 4

braid: 4

harem: 3

wide-eyed: 3

pantyhose: 3

closed mouth: 3

sunlight: 3

finger to mouth: 3

one breast out: 3

sweat: 3

penis awe: 3

large pectorals: 3

leg up: 3

bench: 3

christmas ornaments: 3

arms behind back: 3

denim skirt: 3

rug: 3

breast press: 3

couple: 3

snow: 3

swimsuit: 3

erection under clothes: 3

mouth pull: 3

twintails: 3

clenched teeth: 3

onee-shota: 3

missionary: 3

strappy heels: 3

anilingus: 3

contrapposto: 3

dark areolae: 3

hand in panties: 3

motion blur: 3

breast sucking: 3

ponytail: 3

green shorts: 3

heart: 2

sneakers: 2

feet up: 2

mixed bathing: 2

suspenders: 2

sideboob: 2

flashing: 2

dress lift: 2

from below: 2

striped thighhighs: 2

simple background: 2

spread anus: 2

boots: 2

black shirt: 2

messy hair: 2

portrait: 2

deepthroat: 2

undercut: 2

reverse suspended congress: 2

bdsm: 2

against wall: 2

hands on hips: 2

lace bra: 2

chain: 2

leaning back: 2

thighs: 2

tail: 2

anklet: 2

blue sky: 2

doughnut: 2

cum on stomach: 2

knees apart feet together: 2

fishnet thighhighs: 2

hugging own legs: 2

legs together: 2

cum in pussy: 2

bikini: 2

one eye closed: 2

striped: 2

leaning forward: 2

clock: 2

hands in hair: 2

bound: 2

ahegao: 2

rolling eyes: 2

fucked silly: 2

lower body: 2

off shoulder: 2

covering face: 2

reach-around: 2

suspended congress: 2

french kiss: 2

lace trim: 2

purple sweater: 2

multiple penises: 2

female pov: 2

photo inset: 2

white shorts: 1

cat: 1

white skirt: 1

nipple tweak: 1

upturned eyes: 1

grabbing own breast: 1

male swimwear: 1

toilet: 1

pasta: 1

newspaper: 1

asphyxiation: 1

side-tie panties: 1

curly hair: 1

blue dress: 1

surprised: 1

mature male: 1

alcohol: 1

mug: 1

parasol: 1

navel hair: 1

sleeping: 1

grass: 1

urethra: 1

medium hair: 1

animal print: 1

hood: 1

hoodie: 1

cum string: 1

ejaculation: 1

holding cigarette: 1

training bra: 1

pussy piercing: 1

boxers: 1

black bra: 1

one-piece swimsuit pull: 1

dirty: 1

princess carry: 1

green skirt: 1

checkered floor: 1

red footwear: 1

lip piercing: 1

v: 1

gold bikini: 1

slippers: 1

mixed media: 1

torn shorts: 1

holding: 1

waving: 1

fff threesome: 1

pussy juice: 1

cityscape: 1

blue skirt: 1

sleeveless dress: 1

standing on one leg: 1

leg lift: 1

ballerina: 1

ballet slippers: 1

ceiling light: 1

thigh gap: 1

shower head: 1

crossed ankles: 1

strap pull: 1

park: 1

grabbing own ass: 1

imminent anal: 1

penises touching: 1

cosmetics: 1

lipstick tube: 1

rabbit ears: 1

precum: 1

very short hair: 1

buzz cut: 1

69: 1

wet: 1

lace panties: 1

hair over breasts: 1

long fingernails: 1

mascara: 1

bondage: 1

nature: 1

bandaid: 1

crossed legs: 1

office: 1

gloves: 1

tile wall: 1

crossed arms: 1

mating press: 1

animal ears: 1

ribs: 1

bug: 1

grabbing another's ass: 1

clitoral hood: 1

head back: 1

bag: 1

backpack: 1

pink hair: 1

assertive female: 1

computer: 1

pubic tattoo: 1

grabbing another's hair: 1

grey hair: 1

see-through: 1

reference inset: 1

pregnant: 1

penis grab: 1

saliva trail: 1

belt: 1

done!

#2. Second Model

prepare tokenizer

update token length: 225

Using DreamBooth method.

prepare images.

found directory /redacted/xxlayna_marie5x7v1/img/6_xxlayna_marie woman contains 1727 image files

10362 train images with repeating.

0 reg images.

no regularization images / 正則化画像が見つかりませんでした

[Dataset 0]

batch_size: 1

resolution: (549, 768)

enable_bucket: True

min_bucket_reso: 256

max_bucket_reso: 2048

bucket_reso_steps: 64

bucket_no_upscale: True

[Subset 0 of Dataset 0]

image_dir: "/redacted/xxlayna_marie5x7v1/img/6_xxlayna_marie woman"

image_count: 1727

num_repeats: 6

shuffle_caption: False

keep_tokens: 0

keep_tokens_separator:

caption_dropout_rate: 0.0

caption_dropout_every_n_epoches: 0

caption_tag_dropout_rate: 0.0

caption_prefix: None

caption_suffix: None

color_aug: False

flip_aug: False

face_crop_aug_range: None

random_crop: False

token_warmup_min: 1,

token_warmup_step: 0,

is_reg: False

class_tokens: xxlayna_marie woman

caption_extension: .txt

[Dataset 0]

loading image sizes.

make buckets

min_bucket_reso and max_bucket_reso are ignored if bucket_no_upscale is set, because bucket reso is defined by image size automatically / bucket_no_upscaleが指定された場合は、bucketの解像度は画像サイズから自動計算されるため、min_bucket_resoとmax_bucket_resoは無視されます

number of images (including repeats) / 各bucketの画像枚数（繰り返し回数を含む）

bucket 0: resolution (512, 768), count: 10362

mean ar error (without repeats): 0.046875

preparing accelerator

loading model for process 0/1

load Diffusers pretrained models: runwayml/stable-diffusion-v1-5

UNet2DConditionModel: 64, 8, 768, False, False

U-Net converted to original U-Net

Enable xformers for U-Net

import network module: networks.lora

[Dataset 0]

caching latents.

checking cache validity...

caching latents...

create LoRA network. base dim (rank): 128, alpha: 64.0

neuron dropout: p=None, rank dropout: p=None, module dropout: p=None

create LoRA for Text Encoder:

create LoRA for Text Encoder: 72 modules.

create LoRA for U-Net: 192 modules.

enable LoRA for text encoder

enable LoRA for U-Net

prepare optimizer, data loader etc.

use AdamW optimizer | {}

running training / 学習開始

num train images * repeats / 学習画像の数×繰り返し回数: 10362

num reg images / 正則化画像の数: 0

num batches per epoch / 1epochのバッチ数: 10362

num epochs / epoch数: 4

batch size per device / バッチサイズ: 1

gradient accumulation steps / 勾配を合計するステップ数 = 1

total optimization steps / 学習ステップ数: 41448

epoch 1/4

generating sample images at step / サンプル画像生成ステップ: 6000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 768

width: 544

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

saving checkpoint: /redacted/xxlayna_marie5x7v1/model/xxlayna_marie5x7v1-000001.safetensors

epoch 2/4

generating sample images at step / サンプル画像生成ステップ: 12000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 768

width: 544

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

generating sample images at step / サンプル画像生成ステップ: 18000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 768

width: 544

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

saving checkpoint: /redacted/xxlayna_marie5x7v1/model/xxlayna_marie5x7v1-000002.safetensors

epoch 3/4

generating sample images at step / サンプル画像生成ステップ: 24000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 768

width: 544

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

generating sample images at step / サンプル画像生成ステップ: 30000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 768

width: 544

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

saving checkpoint: /redacted/xxlayna_marie5x7v1/model/xxlayna_marie5x7v1-000003.safetensors

epoch 4/4

generating sample images at step / サンプル画像生成ステップ: 36000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 768

width: 544

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

saving checkpoint: /redacted/xxlayna_marie5x7v1/model/xxlayna_marie5x7v1.safetensors

model saved.

using existing wd14 tagger model

Running wd14 tagger with onnx

loading onnx model: SmilingWolf/wd-v1-4-convnextv2-tagger-v2/model.onnx

found 1812 images.

Tag frequencies:

1girl: 1573

realistic: 1216

nude: 1171

brown hair: 1159

long hair: 1137

1boy: 932

nipples: 801

solo: 778

brown eyes: 767

breasts: 764

penis: 721

indoors: 716

looking at viewer: 675

nail polish: 563

open mouth: 510

small breasts: 477

ass: 413

barefoot: 411

solo focus: 406

black hair: 400

male pubic hair: 392

couch: 391

pussy: 381

navel: 350

red nails: 350

erection: 343

sex: 337

smile: 331

window: 325

underwear: 316

blonde hair: 308

day: 302

completely nude: 298

testicles: 287

flat chest: 282

outdoors: 265

teeth: 254

tongue: 252

vaginal: 247

panties: 236

lying: 235

sitting: 234

thighhighs: 230

piercing: 224

jewelry: 220

pillow: 219

oral: 213

spread legs: 209

feet: 207

anus: 203

standing: 195

shorts: 195

dark skin: 193

tree: 188

garter belt: 187

denim: 177

tiles: 175

denim shorts: 169

toenails: 168

tongue out: 167

fellatio: 163

kneeling: 160

toes: 156

navel piercing: 156

short shorts: 155

tile floor: 152

closed eyes: 145

bra: 144

necklace: 144

topless: 142

straddling: 140

girl on top: 140

tattoo: 140

toenail polish: 137

veins: 133

high heels: 133

beard: 132

pov: 132

female pubic hair: 123

male focus: 118

sandals: 116

grin: 112

on back: 112

short hair: 111

multiple girls: 110

bed: 109

multicolored hair: 108

looking back: 106

lingerie: 106

close-up: 101

from behind: 94

sex from behind: 94

blue shorts: 89

head out of frame: 85

parted lips: 85

2girls: 81

water: 80

table: 79

multiple boys: 78

fingernails: 78

from above: 77

white panties: 76

cutoffs: 76

hairy: 74

soles: 72

earrings: 70

thighs: 69

on bed: 69

underwear only: 68

all fours: 67

anal: 66

2boys: 65

cowgirl position: 65

licking: 64

tongue piercing: 64

public indecency: 62

cum: 61

bathroom: 60

medium breasts: 59

bracelet: 59

scenery: 57

ass grab: 57

flaccid: 56

midriff: 56

looking up: 54

bald: 54

muscular male: 53

shoes: 53

veiny penis: 52

on couch: 52

pink nails: 52

reverse cowgirl position: 51

white bra: 51

pool: 51

bare shoulders: 50

curtains: 49

full body: 48

collarbone: 48

white thighhighs: 46

muscular: 45

exhibitionism: 45

pectorals: 44

saliva: 44

carpet: 43

makeup: 41

squatting: 40

fingering: 40

sky: 39

armpits: 39

chair: 39

clitoris: 39

thong: 38

public nudity: 38

old: 37

reverse upright straddle: 37

no humans: 36

shirt: 36

group sex: 35

blue eyes: 35

hand on own ass: 34

cunnilingus: 34

licking penis: 32

arm tattoo: 32

umbrella: 32

facial: 31

nipple piercing: 31

depth of field: 31

hand on hip: 30

sunlight: 30

on stomach: 30

arms up: 30

penis on face: 30

mature male: 29

dress: 29

armpit hair: 28

flower: 28

torso grab: 28

panties aside: 27

threesome: 27

3girls: 27

black panties: 27

legs: 27

large pectorals: 26

doggystyle: 26

masturbation: 26

looking at another: 26

blue sky: 24

spread ass: 23

swimsuit: 23

navel hair: 23

handjob: 23

garter straps: 23

carrying: 22

mirror: 22

arm support: 22

spread pussy: 21

stomach: 21

unbuttoned: 21

eyelashes: 21

ring: 21

panty pull: 20

reflection: 20

cleavage: 20

cum in mouth: 20

male underwear: 20

rug: 19

from below: 19

back: 19

camisole: 19

watch: 19

bottomless: 19

legs up: 19

on side: 19

cowboy shot: 19

large penis: 18

wristwatch: 18

strap slip: 18

upper body: 18

foreskin: 18

female masturbation: 18

cum on body: 17

lace: 17

lipstick: 17

top-down bottom-up: 17

ffm threesome: 17

white footwear: 17

bent over: 17

bedroom: 17

freckles: 16

abs: 16

hands on own face: 16

object insertion: 16

ass focus: 16

bathtub: 16

dark-skinned female: 16

sex toy: 15

hair ornament: 15

covering: 15

arm up: 15

thick thighs: 14

cum on hair: 14

lower body: 14

hairclip: 14

crop top: 13

from side: 13

head tilt: 13

red panties: 13

red bra: 13

pants: 13

tube top: 12

unzipped: 12

pearl necklace: 12

skirt: 12

bikini: 12

cupless bra: 12

hand on own thigh: 11

pussy juice: 11

hand on own face: 11

kiss: 11

palm tree: 11

grabbing: 11

socks: 11

legs over head: 11

:>=: 11

bisexual female: 11

fishnets: 11

hands on own cheeks: 10

cum on breasts: 10

choker: 10

breast grab: 10

blue panties: 10

on floor: 10

pov crotch: 10

imminent penetration: 10

dildo: 10

lipstick mark: 10

shower (place): 10

knee up: 10

covering crotch: 10

red shirt: 10

park: 9

penis grab: 9

foot focus: 9

the pose: 9

bench: 9

slippers: 9

blue bra: 9

fangs: 9

bare legs: 9

skindentation: 9

presenting: 9

hands on own thighs: 8

bra pull: 8

panties around one leg: 8

leg tattoo: 8

breasts apart: 8

cum on tongue: 8

black footwear: 8

mixed bathing: 8

large breasts: 8

closed mouth: 8

anus peek: 8

torn clothes: 8

strapless: 7

very short hair: 7

buzz cut: 7

head rest: 7

anklet: 7

bukkake: 7

nose piercing: 7

after fellatio: 7

guided penetration: 7

undressing: 7

arm behind head: 7

sitting on person: 7

sitting on face: 7

hoop earrings: 7

feet up: 6

red lips: 6

arms behind back: 6

standing sex: 6

penis awe: 6

covering mouth: 6

short sleeves: 6

wide-eyed: 6

sleeveless: 6

vaginal object insertion: 6

downblouse: 6

red footwear: 6

anal fingering: 6

flip-flops: 6

one eye closed: 5

yellow panties: 5

mountain: 5

shorts pull: 5

feet out of frame: 5

plump: 5

excessive pubic hair: 5

arms behind head: 5

bag: 5

thigh gap: 5

covering face: 5

open fly: 5

clothes lift: 5

tile wall: 5

city: 5

licking nipple: 5

white shirt: 5

eye contact: 5

folded: 5

grey hair: 5

hand on another's head: 5

striped thighhighs: 5

contrapposto: 5

yellow dress: 5

strappy heels: 5

see-through: 5

finger in another's mouth: 5

harness: 4

holding: 4

french kiss: 4

size difference: 4

couple: 4

naked ribbon: 4

tank top: 4

denim skirt: 4

ceiling light: 4

hand on own knee: 4

striped: 4

hand on another's ass: 4

covering breasts: 4

male masturbation: 4

belly: 4

bath: 4

boots: 4

princess carry: 4

sleeping: 4

crossed legs: 4

two-tone hair: 4

bulge: 4

urethra: 4

female pov: 4

parasol: 4

precum: 4

black pants: 4

hands on hips: 4

lace bra: 4

hand on another's chest: 4

grabbing own breast: 4

shoulder tattoo: 4

purple shirt: 4

jeans: 4

torn pants: 4

knees apart feet together: 4

bar censor: 3

crossed arms: 3

simple background: 3

lace panties: 3

leg lift: 3

stubble: 3

floor: 3

fountain: 3

hair over breasts: 3

cum on stomach: 3

strap pull: 3

poolside: 3

sneakers: 3

bottle: 3

flashing: 3

lifting person: 3

g-string: 3

reverse suspended congress: 3

clitoral hood: 3

see-through legwear: 3

arched back: 3

showering: 3

open clothes: 3

tan: 3

back tattoo: 3

blue skirt: 3

finger to mouth: 3

t-shirt: 3

leaning forward: 3

facing away: 3

sweater: 3

rope: 3

red bikini: 3

pantyhose: 3

anilingus: 3

fishnet thighhighs: 3

clenched teeth: 3

backpack: 3

bed sheet: 3

lace trim: 3

hairband: 3

head back: 3

sweat: 3

orgy: 3

photo inset: 3

out of frame: 3

topless male: 3

mouth pull: 3

torn jeans: 3

brown footwear: 3

anal object insertion: 3

standing on one leg: 2

mmf threesome: 2

after sex: 2

suspended congress: 2

saliva trail: 2

portrait: 2

black socks: 2

twintails: 2

fff threesome: 2

shirt lift: 2

one-piece swimsuit pull: 2

white hair: 2

kitchen: 2

bound: 2

bdsm: 2

bondage: 2

doughnut: 2

pregnant: 2

cum string: 2

sideboob: 2

phone: 2

book: 2

clock: 2

one-piece swimsuit: 2

hanging breasts: 2

blue pants: 2

erection under clothes: 2

clothed male nude female: 2

dirty feet: 2

leaning back: 2

thong bikini: 2

yellow thighhighs: 2

missionary: 2

collared shirt: 2

hand on own stomach: 2

flower pot: 2

torn shorts: 2

partially visible vulva: 2

red dress: 2

asphyxiation: 2

oral invitation: 2

heart: 2

chest tattoo: 2

looking at penis: 2

flat chest grab: 2

black dress: 2

belt: 2

leg up: 2

ahegao: 2

rolling eyes: 2

fucked silly: 2

implied fellatio: 2

black shirt: 2

dutch angle: 2

prone bone: 2

animal print: 2

blue dress: 2

toe ring: 2

red background: 1

red theme: 1

cum in pussy: 1

ballerina: 1

ballet slippers: 1

ballet: 1

nipple tweak: 1

cum in container: 1

garden: 1

white dress: 1

waterfall: 1

just the tip: 1

dark areolae: 1

web address: 1

pool ladder: 1

horns: 1

looking to the side: 1

purple nails: 1

snow: 1

spread anus: 1

very dark skin: 1

grabbing another's hair: 1

basketball: 1

side-tie panties: 1

breast press: 1

park bench: 1

profile: 1

tanlines: 1

undercut: 1

red eyes: 1

leopard print: 1

fine fabric emphasis: 1

wooden table: 1

hand on another's thigh: 1

hand on another's leg: 1

tiara: 1

pants pull: 1

english text: 1

hands on own head: 1

house: 1

ponytail: 1

underboob: 1

upturned eyes: 1

hood: 1

red hoodie: 1

virtual youtuber: 1

backlighting: 1

bug: 1

red hair: 1

white nails: 1

motion blur: 1

red ribbon: 1

eyeshadow: 1

toilet: 1

tribadism: 1

hammock: 1

nipple slip: 1

checkered floor: 1

monitor: 1

knees to chest: 1

lip biting: 1

bandeau: 1

hands in hair: 1

shoe soles: 1

night: 1

ribs: 1

skinny: 1

cabinet: 1

cameltoe: 1

fence: 1

bow: 1

mixed media: 1

boxers: 1

bandaid: 1

black camisole: 1

sink: 1

towel: 1

halo: 1

male swimwear: 1

deepthroat: 1

femdom: 1

onee-shota: 1

highleg panties: 1

cooperative fellatio: 1

green pants: 1

gloves: 1

white skirt: 1

breast sucking: 1

panty lift: 1

striped shirt: 1

cross: 1

grabbing another's ass: 1

reference inset: 1

surprised: 1

blue theme: 1

sitting backwards: 1

sleeveless dress: 1

orange shirt: 1

candle: 1

bandages: 1

footjob: 1

grabbing from behind: 1

imminent anal: 1

3boys: 1

street: 1

black hairband: 1

gradient hair: 1

crossed ankles: 1

green one-piece swimsuit: 1

newspaper: 1

sideburns: 1

nature: 1

gift: 1

christmas ornaments: 1

shower head: 1

one breast out: 1

black bra: 1

door: 1

pasta: 1

bathing: 1

cleft of venus: 1

curly hair: 1

against glass: 1

green panties: 1

skirt lift: 1

micro shorts: 1

v: 1

nail art: 1

boy on top: 1

dirty: 1

stuffed toy: 1

done!

#3. Third Model

prepare tokenizer

update token length: 225

Using DreamBooth method.

prepare images.

found directory /redacted/xxlayna_marie16x9v1/img/6_xxlayna_marie woman contains 1785 image files

10710 train images with repeating.

0 reg images.

no regularization images / 正則化画像が見つかりませんでした

[Dataset 0]

batch_size: 1

resolution: (768, 432)

enable_bucket: True

min_bucket_reso: 256

max_bucket_reso: 2048

bucket_reso_steps: 64

bucket_no_upscale: True

[Subset 0 of Dataset 0]

image_dir: "/redacted/xxlayna_marie16x9v1/img/6_xxlayna_marie woman"

image_count: 1785

num_repeats: 6

shuffle_caption: False

keep_tokens: 0

keep_tokens_separator:

caption_dropout_rate: 0.0

caption_dropout_every_n_epoches: 0

caption_tag_dropout_rate: 0.0

caption_prefix: None

caption_suffix: None

color_aug: False

flip_aug: False

face_crop_aug_range: None

random_crop: False

token_warmup_min: 1,

token_warmup_step: 0,

is_reg: False

class_tokens: xxlayna_marie woman

caption_extension: .txt

[Dataset 0]

loading image sizes.

make buckets

min_bucket_reso and max_bucket_reso are ignored if bucket_no_upscale is set, because bucket reso is defined by image size automatically / bucket_no_upscaleが指定された場合は、bucketの解像度は画像サイズから自動計算されるため、min_bucket_resoとmax_bucket_resoは無視されます

number of images (including repeats) / 各bucketの画像枚数（繰り返し回数を含む）

bucket 0: resolution (384, 192), count: 10710

mean ar error (without repeats): 0.22153904720749645

preparing accelerator

loading model for process 0/1

load Diffusers pretrained models: runwayml/stable-diffusion-v1-5

UNet2DConditionModel: 64, 8, 768, False, False

U-Net converted to original U-Net

Enable xformers for U-Net

import network module: networks.lora

[Dataset 0]

caching latents.

checking cache validity...

caching latents...

create LoRA network. base dim (rank): 128, alpha: 64.0

neuron dropout: p=None, rank dropout: p=None, module dropout: p=None

create LoRA for Text Encoder:

create LoRA for Text Encoder: 72 modules.

create LoRA for U-Net: 192 modules.

enable LoRA for text encoder

enable LoRA for U-Net

prepare optimizer, data loader etc.

use AdamW optimizer | {}

running training / 学習開始

num train images * repeats / 学習画像の数×繰り返し回数: 10710

num reg images / 正則化画像の数: 0

num batches per epoch / 1epochのバッチ数: 10710

num epochs / epoch数: 4

batch size per device / バッチサイズ: 1

gradient accumulation steps / 勾配を合計するステップ数 = 1

total optimization steps / 学習ステップ数: 42840

epoch 1/4

generating sample images at step / サンプル画像生成ステップ: 6000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 432

width: 768

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

saving checkpoint: /redacted/xxlayna_marie16x9v1/model/xxlayna_marie16x9v1-000001.safetensors

epoch 2/4

generating sample images at step / サンプル画像生成ステップ: 12000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 432

width: 768

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

generating sample images at step / サンプル画像生成ステップ: 18000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 432

width: 768

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

saving checkpoint: /redacted/xxlayna_marie16x9v1/model/xxlayna_marie16x9v1-000002.safetensors

epoch 3/4

generating sample images at step / サンプル画像生成ステップ: 24000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 432

width: 768

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

generating sample images at step / サンプル画像生成ステップ: 30000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 432

width: 768

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

saving checkpoint: /redacted/xxlayna_marie16x9v1/model/xxlayna_marie16x9v1-000003.safetensors

epoch 4/4

generating sample images at step / サンプル画像生成ステップ: 36000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 432

width: 768

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

generating sample images at step / サンプル画像生成ステップ: 42000

prompt: xxlayna_marie,there is a beautiful young lady posing next to a pool ,1girl,solo,long hair,looking at viewer,open mouth,brown hair,navel,bare shoulders,brown eyes,standing,cowboy shot,outdoors,parted lips,shorts,day,midriff,short shorts,piercing,denim,denim shorts,realistic,cutoffs,navel piercing

negative_prompt: None

height: 432

width: 768

sample_steps: 60

scale: 7.5

sample_sampler: dpmsolver++

seed: 2282803623

saving checkpoint: /redacted/xxlayna_marie16x9v1/model/xxlayna_marie16x9v1.safetensors

model saved.

using existing wd14 tagger model

Running wd14 tagger with onnx

loading onnx model: SmilingWolf/wd-v1-4-convnextv2-tagger-v2/model.onnx

found 1837 images.

Tag frequencies:

1girl: 1777

brown hair: 1517

long hair: 1448

nude: 1275

realistic: 1235

1boy: 1069

breasts: 1035

penis: 1014

brown eyes: 990

nipples: 967

solo: 745

looking at viewer: 730

indoors: 730

nail polish: 689

open mouth: 667

couch: 656

male pubic hair: 633

ass: 619

small breasts: 598

black hair: 597

sex: 558

barefoot: 537

pussy: 507

completely nude: 476

erection: 458

testicles: 449

solo focus: 444

vaginal: 431

pillow: 417

dark skin: 410

red nails: 408

smile: 391

navel: 365

jewelry: 352

tongue: 333

lying: 326

window: 323

outdoors: 323

blonde hair: 321

teeth: 294

oral: 277

day: 266

spread legs: 261

anus: 260

piercing: 257

fellatio: 246

sitting: 243

tattoo: 240

beard: 228

girl on top: 223

straddling: 221

sex from behind: 220

tongue out: 213

underwear: 208

flat chest: 207

kneeling: 198

tiles: 195

feet: 194

on back: 189

toes: 178

pov: 178

thighhighs: 174

multicolored hair: 170

tile floor: 164

tree: 164

navel piercing: 158

on couch: 158

grin: 154

looking back: 154

panties: 147

from above: 144

shorts: 141

denim: 141

soles: 140

earrings: 134

from behind: 134

denim shorts: 131

sky: 131

makeup: 130

garter belt: 129

bracelet: 128

short shorts: 124

short hair: 123

ass grab: 120

medium breasts: 115

toenails: 114

closed eyes: 114

all fours: 114

anal: 112

bed: 112

necklace: 110

cowgirl position: 109

standing: 106

sandals: 105

upper body: 104

parted lips: 102

female pubic hair: 101

bald: 100

bare shoulders: 96

toenail polish: 96

collarbone: 96

blue shorts: 93

head out of frame: 93

blue sky: 93

topless: 91

doggystyle: 89

cum: 89

veins: 87

tongue piercing: 84

licking: 83

reverse cowgirl position: 83

on stomach: 79

looking up: 75

swimsuit: 74

high heels: 72

reverse upright straddle: 71

armpits: 69

nipple piercing: 69

hairy: 67

midriff: 64

hands on own face: 64

lipstick: 62

hoop earrings: 62

multiple girls: 61

bra: 61

arms up: 58

underwear only: 57

white panties: 56

bikini: 51

fingernails: 49

hands on own cheeks: 49

close-up: 48

on bed: 48

water: 48

public indecency: 48

thong: 47

pink nails: 46

saliva: 46

facial: 46

carrying: 46

bathroom: 45

black panties: 44

looking at another: 44

lingerie: 42

top-down bottom-up: 41

white thighhighs: 40

licking penis: 39

multiple boys: 39

hand on hip: 39

shoes: 39

lipstick mark: 39

spread ass: 37

clitoris: 37

ring: 37

2girls: 36

large penis: 35

group sex: 34

cum on body: 34

torso grab: 34

squatting: 33

2boys: 33

city: 33

white bra: 32

3girls: 32

old: 32

armpit hair: 32

depth of field: 31

pool: 31

back: 30

public nudity: 30

cum on hair: 30

flaccid: 30

blue eyes: 30

cleavage: 29

dark-skinned female: 28

legs up: 28

hand on own ass: 27

penis on face: 26

looking to the side: 26

the pose: 25

exhibitionism: 25

spread pussy: 24

flower: 24

tube top: 23

threesome: 23

nature: 23

white footwear: 23

arm support: 23

chair: 22

fingering: 21

garter straps: 21

full body: 21

mirror: 21

mixed bathing: 20

harness: 20

naked ribbon: 20

eyelashes: 20

shirt: 20

arm up: 20

legs: 20

hair over breasts: 19

cupless bra: 19

cutoffs: 19

sex toy: 19

male focus: 19

freckles: 19

red bikini: 19

strapless: 18

masturbation: 18

female masturbation: 18

prone bone: 18

mountain: 18

cum in mouth: 18

phone: 18

bent over: 18

bdsm: 17

facing away: 17

on side: 17

arm tattoo: 17

covering mouth: 17

scenery: 17

table: 17

reflection: 17

handjob: 17

cum in pussy: 17

red lips: 16

ass focus: 16

feet up: 16

object insertion: 16

cum on breasts: 16

strap slip: 16

portrait: 16

imminent penetration: 16

boy on top: 15

panty pull: 15

cunnilingus: 15

two-tone hair: 15

sleeveless: 15

folded: 15

veiny penis: 15

rug: 14

:>=: 14

palm tree: 14

nose piercing: 14

camisole: 13

bottomless: 13

bukkake: 13

braid: 13

from below: 13

chain: 13

suspended congress: 13

presenting: 12

dress: 12

hands on own thighs: 12

head rest: 12

umbrella: 12

muscular male: 12

legs over head: 12

thighs: 11

bare legs: 11

hand on own thigh: 11

strappy heels: 11

bondage: 11

muscular: 11

tan: 11

thong bikini: 11

anus peek: 10

tank top: 10

panties around one leg: 10

bound: 10

eye contact: 10

fangs: 10

after sex: 10

ffm threesome: 9

lower body: 9

skindentation: 9

looking away: 9

blue background: 9

cellphone: 9

leaning forward: 9

bar censor: 9

from side: 9

profile: 9

bedroom: 8

pearl necklace: 8

see-through: 8

lace: 8

white shirt: 8

pussy piercing: 8

pussy juice: 8

standing sex: 8

buzz cut: 8

on floor: 8

covering: 8

red ribbon: 7

holding: 7

imminent fellatio: 7

anklet: 7

collar: 7

couple: 7

heart: 7

choker: 7

finger to mouth: 7

guided penetration: 7

arm behind head: 7

leaning back: 7

princess carry: 7

pov crotch: 6

unbuttoned: 6

pants: 6

pregnant: 6

anal fingering: 6

forest: 6

socks: 6

toilet: 6

mouth pull: 6

arms behind head: 6

carpet: 6

pectorals: 6

head tilt: 6

dildo: 6

covering crotch: 6

logo: 6

knees apart feet together: 6

large breasts: 5

ceiling light: 5

open fly: 5

lake: 5

anal object insertion: 5

bisexual female: 5

lace panties: 5

twin braids: 5

back tattoo: 5

rolling eyes: 5

red panties: 5

reverse suspended congress: 5

contrapposto: 5

one eye closed: 5

asphyxiation: 5

hand on another's chest: 5

bathtub: 5

cum on tongue: 5

wide-eyed: 5

hat: 4

finger in another's mouth: 4

clenched teeth: 4

foreskin: 4

leg up: 4

watch: 4

sink: 4

undressing: 4

red bra: 4

legs together: 4

smartphone: 4

eyeshadow: 4

star tattoo: 4

stomach: 4

striped: 4

multiple penises: 4

lip piercing: 4

excessive pubic hair: 4

cowboy shot: 4

very short hair: 4

poolside: 4

very dark skin: 4

imminent vaginal: 4

belt: 4

lace bra: 4

arms behind back: 4

closed mouth: 4

t-shirt: 4

pointy ears: 3

wristwatch: 3

unzipped: 3

g-string: 3

knee up: 3

covering face: 3

clock: 3

can: 3

oral invitation: 3

clothes removed: 3

sweat: 3

ahegao: 3

floor: 3

hairband: 3

fucked silly: 3

panties aside: 3

vaginal object insertion: 3

gag: 3

cosmetics: 3

lipstick tube: 3

nipple tweak: 3

sitting on face: 3

o-ring: 3

reclining: 3

carrying person: 3

black footwear: 3

strap: 3

bondage outfit: 3

male underwear: 3

grabbing: 3

breast grab: 3

ribs: 3

crossed legs: 3

hands in hair: 3

kiss: 3

lifting person: 3

copyright name: 3

green panties: 3

pubic tattoo: 2

spread anus: 2

crop top: 2

holding phone: 2

print shirt: 2

shoulder tattoo: 2

hand on own knee: 2

red dress: 2

headphones: 2

leash: 2

licking nipple: 2

crossed arms: 2

missionary: 2

grey hair: 2

hands on hips: 2

curly hair: 2

mmf threesome: 2

lip biting: 2

hand up: 2

shoe soles: 2

wet: 2

bench: 2

skirt: 2

fishnets: 2

navel hair: 2

bag: 2

backpack: 2

breasts apart: 2

ocean: 2

legs apart: 2

see-through legwear: 2

grabbing own breast: 2

backlighting: 2

red choker: 2

harem: 2

tanlines: 2

hand on another's leg: 2

bandeau: 2

after fellatio: 2

snow: 2

simple background: 2

shorts pull: 2

mug: 2

alcohol: 2

hands on own head: 2

deepthroat: 2

bulge: 2

boxers: 2

covered nipples: 2

downblouse: 2

no humans: 2

tile wall: 2

hands up: 2

kneepits: 2

undercut: 2

:p: 2

underboob: 2

clitoris piercing: 2

river: 2

boat: 2

slippers: 2

bowl: 2

red eyes: 2

bow: 2

size difference: 2

curtains: 1

leg tattoo: 1

long fingernails: 1

jeans: 1

striped thighhighs: 1

hair ornament: 1

hair flower: 1

implied sex: 1

rain: 1

huge penis: 1

implied fellatio: 1

purple sweater: 1

teddy bear: 1

watermark: 1

sneakers: 1

abs: 1

leg grab: 1

ankle grab: 1

straw hat: 1

string panties: 1

yellow footwear: 1

bokeh: 1

body freckles: 1

pointing: 1

nippleless clothes: 1

imminent anal: 1

one-piece swimsuit pull: 1

stomach tattoo: 1

desk: 1

sleeveless dress: 1

white background: 1

pants pull: 1

faucet: 1

selfie: 1

large pectorals: 1

plump: 1

mature male: 1

belly: 1

thigh gap: 1

standing on one leg: 1

rope: 1

shrine: 1

plaid: 1

toeless footwear: 1

animal print: 1

leopard print: 1

television: 1

bra pull: 1

bottle: 1

penis size difference: 1

just the tip: 1

cityscape: 1

patreon username: 1

one-piece swimsuit: 1

own hands together: 1

boots: 1

remote control: 1

black shirt: 1

candle: 1

kitchen: 1

side ponytail: 1

cameltoe: 1

ass visible through thighs: 1

ponytail: 1

drawing: 1

fountain: 1

dutch angle: 1

twintails: 1

saliva trail: 1

door: 1

female pov: 1

between toes: 1

black camisole: 1

4girls: 1

cactus: 1

horns: 1

bath: 1

clothes lift: 1

arm grab: 1

red bow: 1

blindfold: 1

topless male: 1

tail: 1

thigh grab: 1

white skirt: 1

purple shirt: 1

sideboob: 1

yellow thighhighs: 1

thick eyebrows: 1

hand on own stomach: 1

platform footwear: 1

urethra: 1

backpack removed: 1

white nails: 1

cum on stomach: 1

penis awe: 1

checkered floor: 1

dandelion: 1

footjob: 1

dirty feet: 1

french kiss: 1

hugging own legs: 1

frying pan: 1

sitting on person: 1

breast focus: 1

done!

#4. Merge

--models /redacted/xxlayna_marie1x1v1/model/xxlayna_marie1x1v1.safetensors /redacted/xxlayna_marie5x7v1/model/xxlayna_marie5x7v1.safetensors /redacted/xxlayna_marie16x9v1/model/xxlayna_marie16x9v1.safetensors

--ratios 0.55 0.60 0.45

--save_to /redacted/xxlayna_mariev1.safetensors

loading: /redacted/xxlayna_marie1x1v1/model/xxlayna_marie1x1v1.safetensors

dim: [128], alpha: [64.0]

merging...

loading: /redacted/xxlayna_marie5x7v1/model/xxlayna_marie5x7v1.safetensors

dim: [128], alpha: [64.0]

merging...

loading: /redacted/xxlayna_marie16x9v1/model/xxlayna_marie16x9v1.safetensors

dim: [128], alpha: [64.0]

merging...

merged model

dim: [128], alpha: [64.0]

calculating hashes and creating metadata...

saving model to: /redacted/xxlayna_mariev1.safetensors

# .safetensors Lora hashes (old model_hash/sha256 - May not match with stable-diffusion webui)

e3921ac5

dbd96365a39938151f33ad14ce49ed7692626b83b795505086cfec1515e434a4

Files with SHA256: dbd96365a39938151f33ad14ce49ed7692626b83b795505086cfec1515e434a4