description: <p>Xxlayna Marie</p>
modelVersions.availability: Public
modelVersions.baseModel: SD 1.5
modelVersions.description: <p>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:</p><p>#1. First Model</p><p>prepare tokenizer</p><p>update token length: 225</p><p>Using DreamBooth method.</p><p>prepare images.</p><p>found directory /redacted/xxlayna_marie1x1v1/img/8_xxlayna_marie woman contains 1207 image files</p><p>9656 train images with repeating.</p><p>0 reg images.</p><p>no regularization images / 正則化画像が見つかりませんでした</p><p>[Dataset 0]</p><p>  batch_size: 1</p><p>  resolution: (768, 768)</p><p>  enable_bucket: True</p><p>  min_bucket_reso: 256</p><p>  max_bucket_reso: 2048</p><p>  bucket_reso_steps: 64</p><p>  bucket_no_upscale: True</p><p>  [Subset 0 of Dataset 0]</p><p>    image_dir: "/redacted/xxlayna_marie1x1v1/img/8_xxlayna_marie woman"</p><p>    image_count: 1207</p><p>    num_repeats: 8</p><p>    shuffle_caption: False</p><p>    keep_tokens: 0</p><p>    keep_tokens_separator: </p><p>    caption_dropout_rate: 0.0</p><p>    caption_dropout_every_n_epoches: 0</p><p>    caption_tag_dropout_rate: 0.0</p><p>    caption_prefix: None</p><p>    caption_suffix: None</p><p>    color_aug: False</p><p>    flip_aug: False</p><p>    face_crop_aug_range: None</p><p>    random_crop: False</p><p>    token_warmup_min: 1,</p><p>    token_warmup_step: 0,</p><p>    is_reg: False</p><p>    class_tokens: xxlayna_marie woman</p><p>    caption_extension: .txt</p><p>[Dataset 0]</p><p>loading image sizes.</p><p>make buckets</p><p>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</p><p>number of images (including repeats) / 各bucketの画像枚数（繰り返し回数を含む）</p><p>bucket 0: resolution (704, 768), count: 128</p><p>bucket 1: resolution (768, 704), count: 200</p><p>bucket 2: resolution (768, 768), count: 9328</p><p>mean ar error (without repeats): 0.0029433577039000174</p><p>preparing accelerator</p><p>loading model for process 0/1</p><p>load Diffusers pretrained models: runwayml/stable-diffusion-v1-5</p><p>UNet2DConditionModel: 64, 8, 768, False, False</p><p>U-Net converted to original U-Net</p><p>Enable xformers for U-Net</p><p>import network module: networks.lora</p><p>[Dataset 0]</p><p>caching latents.</p><p>checking cache validity...</p><p>caching latents...</p><p>create LoRA network. base dim (rank): 128, alpha: 64.0</p><p>neuron dropout: p=None, rank dropout: p=None, module dropout: p=None</p><p>create LoRA for Text Encoder:</p><p>create LoRA for Text Encoder: 72 modules.</p><p>create LoRA for U-Net: 192 modules.</p><p>enable LoRA for text encoder</p><p>enable LoRA for U-Net</p><p>prepare optimizer, data loader etc.</p><p>use AdamW optimizer | {}</p><p>running training / 学習開始</p><p>  num train images * repeats / 学習画像の数×繰り返し回数: 9656</p><p>  num reg images / 正則化画像の数: 0</p><p>  num batches per epoch / 1epochのバッチ数: 9656</p><p>  num epochs / epoch数: 4</p><p>  batch size per device / バッチサイズ: 1</p><p>  gradient accumulation steps / 勾配を合計するステップ数 = 1</p><p>  total optimization steps / 学習ステップ数: 38624</p><p>epoch 1/4</p><p>generating sample images at step / サンプル画像生成 ステップ: 6000</p><p>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</p><p>negative_prompt: None</p><p>height: 768</p><p>width: 768</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>saving checkpoint: /redacted/xxlayna_marie1x1v1/model/xxlayna_marie1x1v1-000001.safetensors</p><p>epoch 2/4</p><p>generating sample images at step / サンプル画像生成 ステップ: 12000</p><p>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</p><p>negative_prompt: None</p><p>height: 768</p><p>width: 768</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>generating sample images at step / サンプル画像生成 ステップ: 18000</p><p>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</p><p>negative_prompt: None</p><p>height: 768</p><p>width: 768</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>saving checkpoint: /redacted/xxlayna_marie1x1v1/model/xxlayna_marie1x1v1-000002.safetensors</p><p>epoch 3/4</p><p>generating sample images at step / サンプル画像生成 ステップ: 24000</p><p>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</p><p>negative_prompt: None</p><p>height: 768</p><p>width: 768</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>saving checkpoint: /redacted/xxlayna_marie1x1v1/model/xxlayna_marie1x1v1-000003.safetensors</p><p>epoch 4/4</p><p>generating sample images at step / サンプル画像生成 ステップ: 30000</p><p>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</p><p>negative_prompt: None</p><p>height: 768</p><p>width: 768</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>generating sample images at step / サンプル画像生成 ステップ: 36000</p><p>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</p><p>negative_prompt: None</p><p>height: 768</p><p>width: 768</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>saving checkpoint: /redacted/xxlayna_marie1x1v1/model/xxlayna_marie1x1v1.safetensors</p><p>model saved.</p><p>using existing wd14 tagger model</p><p>Running wd14 tagger with onnx</p><p>loading onnx model: SmilingWolf/wd-v1-4-convnextv2-tagger-v2/model.onnx</p><p>found 1244 images.</p><p>Tag frequencies:</p><p>realistic: 1049</p><p>1girl: 1013</p><p>long hair: 941</p><p>brown hair: 904</p><p>nude: 751</p><p>1boy: 745</p><p>nipples: 663</p><p>penis: 657</p><p>breasts: 637</p><p>brown eyes: 559</p><p>looking at viewer: 492</p><p>open mouth: 466</p><p>pussy: 429</p><p>indoors: 426</p><p>black hair: 418</p><p>nail polish: 410</p><p>solo: 404</p><p>ass: 369</p><p>male pubic hair: 364</p><p>small breasts: 363</p><p>underwear: 358</p><p>navel: 349</p><p>sex: 339</p><p>barefoot: 328</p><p>blonde hair: 300</p><p>smile: 285</p><p>panties: 282</p><p>vaginal: 279</p><p>spread legs: 274</p><p>solo focus: 272</p><p>testicles: 265</p><p>erection: 248</p><p>closed eyes: 246</p><p>multiple girls: 235</p><p>tongue: 235</p><p>window: 234</p><p>lying: 234</p><p>couch: 231</p><p>piercing: 225</p><p>flat chest: 222</p><p>oral: 222</p><p>jewelry: 219</p><p>teeth: 213</p><p>tattoo: 209</p><p>red nails: 206</p><p>completely nude: 205</p><p>anus: 198</p><p>bed: 185</p><p>navel piercing: 184</p><p>sitting: 180</p><p>2girls: 178</p><p>bra: 177</p><p>girl on top: 168</p><p>thighhighs: 165</p><p>pillow: 163</p><p>outdoors: 160</p><p>fellatio: 157</p><p>shorts: 156</p><p>on back: 153</p><p>straddling: 152</p><p>on bed: 151</p><p>denim: 149</p><p>dark skin: 149</p><p>female pubic hair: 146</p><p>necklace: 145</p><p>garter belt: 145</p><p>feet: 143</p><p>tongue out: 142</p><p>denim shorts: 129</p><p>short shorts: 126</p><p>lingerie: 124</p><p>kneeling: 119</p><p>standing: 119</p><p>topless: 117</p><p>toenails: 110</p><p>toes: 108</p><p>day: 106</p><p>beard: 104</p><p>sex from behind: 101</p><p>pov: 100</p><p>grin: 99</p><p>toenail polish: 90</p><p>medium breasts: 89</p><p>group sex: 89</p><p>tree: 86</p><p>panties aside: 86</p><p>cutoffs: 77</p><p>multicolored hair: 77</p><p>sandals: 75</p><p>underwear only: 75</p><p>fingering: 73</p><p>short hair: 70</p><p>all fours: 69</p><p>anal: 68</p><p>cowgirl position: 67</p><p>licking: 67</p><p>reverse cowgirl position: 67</p><p>water: 66</p><p>looking back: 66</p><p>ass grab: 66</p><p>threesome: 64</p><p>white panties: 60</p><p>soles: 59</p><p>veins: 59</p><p>cunnilingus: 58</p><p>from behind: 58</p><p>reverse upright straddle: 57</p><p>shirt: 56</p><p>hair ornament: 56</p><p>earrings: 55</p><p>arm tattoo: 54</p><p>dress: 53</p><p>fingernails: 52</p><p>blue eyes: 51</p><p>3girls: 51</p><p>bare shoulders: 51</p><p>parted lips: 51</p><p>cum: 50</p><p>multiple boys: 49</p><p>high heels: 48</p><p>blue shorts: 47</p><p>midriff: 45</p><p>2boys: 45</p><p>from above: 42</p><p>flaccid: 42</p><p>pool: 41</p><p>looking at another: 41</p><p>pants: 40</p><p>bracelet: 40</p><p>tongue piercing: 39</p><p>hairclip: 39</p><p>curtains: 39</p><p>white thighhighs: 38</p><p>close-up: 37</p><p>bottomless: 37</p><p>collarbone: 36</p><p>handjob: 35</p><p>saliva: 35</p><p>licking penis: 35</p><p>ffm threesome: 35</p><p>tiles: 34</p><p>head out of frame: 34</p><p>blue panties: 34</p><p>pink nails: 33</p><p>public indecency: 33</p><p>looking up: 32</p><p>thong: 32</p><p>white bra: 32</p><p>male focus: 32</p><p>bald: 32</p><p>masturbation: 31</p><p>armpits: 30</p><p>bedroom: 30</p><p>nipple piercing: 30</p><p>doggystyle: 29</p><p>tile floor: 28</p><p>dark-skinned female: 28</p><p>female masturbation: 28</p><p>choker: 28</p><p>camisole: 27</p><p>arms up: 26</p><p>old: 26</p><p>facial: 25</p><p>public nudity: 25</p><p>chair: 24</p><p>clitoris: 23</p><p>guided penetration: 23</p><p>yellow panties: 23</p><p>umbrella: 22</p><p>bent over: 22</p><p>large penis: 22</p><p>flower: 22</p><p>hairy: 22</p><p>upper body: 22</p><p>unbuttoned: 21</p><p>blue bra: 21</p><p>shoes: 20</p><p>torso grab: 20</p><p>arm support: 20</p><p>spread ass: 20</p><p>foreskin: 19</p><p>ring: 19</p><p>red shirt: 19</p><p>squatting: 19</p><p>breasts apart: 19</p><p>hand on own ass: 18</p><p>hand on own thigh: 18</p><p>makeup: 17</p><p>armpit hair: 17</p><p>on stomach: 16</p><p>spread pussy: 16</p><p>penis on face: 16</p><p>strap slip: 16</p><p>torn clothes: 16</p><p>jeans: 16</p><p>depth of field: 16</p><p>bisexual female: 16</p><p>object insertion: 15</p><p>garter straps: 15</p><p>cowboy shot: 15</p><p>lace: 15</p><p>back: 15</p><p>exhibitionism: 15</p><p>black panties: 15</p><p>panty pull: 15</p><p>cleavage: 15</p><p>carrying: 15</p><p>kiss: 14</p><p>cum in mouth: 14</p><p>hands on own face: 14</p><p>red panties: 14</p><p>panties around one leg: 14</p><p>:&gt;=: 14</p><p>bra pull: 14</p><p>hand on hip: 14</p><p>muscular male: 14</p><p>freckles: 14</p><p>leg tattoo: 14</p><p>red bra: 13</p><p>cum on body: 13</p><p>vaginal object insertion: 13</p><p>hands on own cheeks: 12</p><p>legs: 12</p><p>bathroom: 12</p><p>open fly: 12</p><p>ass focus: 12</p><p>imminent penetration: 12</p><p>cum on hair: 12</p><p>legs up: 12</p><p>sex toy: 12</p><p>dildo: 12</p><p>skirt: 11</p><p>pov crotch: 11</p><p>torn pants: 11</p><p>strapless: 11</p><p>pectorals: 11</p><p>cum on breasts: 11</p><p>covering: 11</p><p>watch: 11</p><p>shoulder tattoo: 11</p><p>white shirt: 11</p><p>top-down bottom-up: 10</p><p>tube top: 10</p><p>eyelashes: 10</p><p>on couch: 10</p><p>grabbing: 10</p><p>palm tree: 10</p><p>clothes lift: 9</p><p>lipstick mark: 9</p><p>legs over head: 9</p><p>hoop earrings: 9</p><p>unzipped: 9</p><p>carpet: 9</p><p>veiny penis: 9</p><p>torn jeans: 9</p><p>lipstick: 8</p><p>arms behind head: 8</p><p>table: 8</p><p>anal fingering: 8</p><p>reflection: 8</p><p>muscular: 8</p><p>covering crotch: 8</p><p>wristwatch: 8</p><p>sitting on person: 8</p><p>male underwear: 8</p><p>shirt lift: 7</p><p>head rest: 7</p><p>tan: 7</p><p>tanlines: 7</p><p>the pose: 7</p><p>on side: 7</p><p>covering mouth: 7</p><p>arm up: 7</p><p>watermark: 7</p><p>full body: 7</p><p>back tattoo: 7</p><p>shorts pull: 7</p><p>anus peek: 7</p><p>blue pants: 7</p><p>red lips: 7</p><p>sitting on face: 7</p><p>hairband: 7</p><p>sky: 6</p><p>cum on tongue: 6</p><p>web address: 6</p><p>white footwear: 6</p><p>socks: 6</p><p>yellow dress: 6</p><p>tribadism: 6</p><p>head tilt: 6</p><p>hand on another's head: 6</p><p>after sex: 6</p><p>bukkake: 6</p><p>4girls: 6</p><p>standing sex: 6</p><p>fangs: 6</p><p>sweater: 6</p><p>city: 6</p><p>breast grab: 6</p><p>crop top: 6</p><p>fishnets: 6</p><p>presenting: 6</p><p>very dark skin: 6</p><p>bulge: 5</p><p>topless male: 5</p><p>footjob: 5</p><p>black pants: 5</p><p>leopard print: 5</p><p>showering: 5</p><p>hand on another's chest: 5</p><p>nose piercing: 5</p><p>licking nipple: 5</p><p>vibrator: 5</p><p>undressing: 5</p><p>large breasts: 5</p><p>bar censor: 5</p><p>short sleeves: 5</p><p>t-shirt: 5</p><p>stomach: 5</p><p>eye contact: 5</p><p>after fellatio: 4</p><p>sleeveless: 4</p><p>poolside: 4</p><p>skindentation: 4</p><p>arm behind head: 4</p><p>reclining: 4</p><p>from side: 4</p><p>purple shirt: 4</p><p>g-string: 4</p><p>hands on own thighs: 4</p><p>cupless bra: 4</p><p>downblouse: 4</p><p>pearl necklace: 4</p><p>bare legs: 4</p><p>size difference: 4</p><p>orgy: 4</p><p>clothed male nude female: 4</p><p>cooperative fellatio: 4</p><p>shower (place): 4</p><p>finger in another's mouth: 4</p><p>phone: 4</p><p>male masturbation: 4</p><p>mirror: 4</p><p>horns: 4</p><p>femdom: 4</p><p>hand on own knee: 4</p><p>mmf threesome: 4</p><p>braid: 4</p><p>harem: 3</p><p>wide-eyed: 3</p><p>pantyhose: 3</p><p>closed mouth: 3</p><p>sunlight: 3</p><p>finger to mouth: 3</p><p>one breast out: 3</p><p>sweat: 3</p><p>penis awe: 3</p><p>large pectorals: 3</p><p>leg up: 3</p><p>bench: 3</p><p>christmas ornaments: 3</p><p>arms behind back: 3</p><p>denim skirt: 3</p><p>rug: 3</p><p>breast press: 3</p><p>couple: 3</p><p>snow: 3</p><p>swimsuit: 3</p><p>erection under clothes: 3</p><p>mouth pull: 3</p><p>twintails: 3</p><p>clenched teeth: 3</p><p>onee-shota: 3</p><p>missionary: 3</p><p>strappy heels: 3</p><p>anilingus: 3</p><p>contrapposto: 3</p><p>dark areolae: 3</p><p>hand in panties: 3</p><p>motion blur: 3</p><p>breast sucking: 3</p><p>ponytail: 3</p><p>green shorts: 3</p><p>heart: 2</p><p>sneakers: 2</p><p>feet up: 2</p><p>mixed bathing: 2</p><p>suspenders: 2</p><p>sideboob: 2</p><p>flashing: 2</p><p>dress lift: 2</p><p>from below: 2</p><p>striped thighhighs: 2</p><p>simple background: 2</p><p>spread anus: 2</p><p>boots: 2</p><p>black shirt: 2</p><p>messy hair: 2</p><p>portrait: 2</p><p>deepthroat: 2</p><p>undercut: 2</p><p>reverse suspended congress: 2</p><p>bdsm: 2</p><p>against wall: 2</p><p>hands on hips: 2</p><p>lace bra: 2</p><p>chain: 2</p><p>leaning back: 2</p><p>thighs: 2</p><p>tail: 2</p><p>anklet: 2</p><p>blue sky: 2</p><p>doughnut: 2</p><p>cum on stomach: 2</p><p>knees apart feet together: 2</p><p>fishnet thighhighs: 2</p><p>hugging own legs: 2</p><p>legs together: 2</p><p>cum in pussy: 2</p><p>bikini: 2</p><p>one eye closed: 2</p><p>striped: 2</p><p>leaning forward: 2</p><p>clock: 2</p><p>hands in hair: 2</p><p>bound: 2</p><p>ahegao: 2</p><p>rolling eyes: 2</p><p>fucked silly: 2</p><p>lower body: 2</p><p>off shoulder: 2</p><p>covering face: 2</p><p>reach-around: 2</p><p>suspended congress: 2</p><p>french kiss: 2</p><p>lace trim: 2</p><p>purple sweater: 2</p><p>multiple penises: 2</p><p>female pov: 2</p><p>photo inset: 2</p><p>white shorts: 1</p><p>cat: 1</p><p>white skirt: 1</p><p>nipple tweak: 1</p><p>upturned eyes: 1</p><p>grabbing own breast: 1</p><p>male swimwear: 1</p><p>toilet: 1</p><p>pasta: 1</p><p>newspaper: 1</p><p>asphyxiation: 1</p><p>side-tie panties: 1</p><p>curly hair: 1</p><p>blue dress: 1</p><p>surprised: 1</p><p>mature male: 1</p><p>alcohol: 1</p><p>mug: 1</p><p>parasol: 1</p><p>navel hair: 1</p><p>sleeping: 1</p><p>grass: 1</p><p>urethra: 1</p><p>medium hair: 1</p><p>animal print: 1</p><p>hood: 1</p><p>hoodie: 1</p><p>cum string: 1</p><p>ejaculation: 1</p><p>holding cigarette: 1</p><p>training bra: 1</p><p>pussy piercing: 1</p><p>boxers: 1</p><p>black bra: 1</p><p>one-piece swimsuit pull: 1</p><p>dirty: 1</p><p>princess carry: 1</p><p>green skirt: 1</p><p>checkered floor: 1</p><p>red footwear: 1</p><p>lip piercing: 1</p><p>v: 1</p><p>gold bikini: 1</p><p>slippers: 1</p><p>mixed media: 1</p><p>torn shorts: 1</p><p>holding: 1</p><p>waving: 1</p><p>fff threesome: 1</p><p>pussy juice: 1</p><p>cityscape: 1</p><p>blue skirt: 1</p><p>sleeveless dress: 1</p><p>standing on one leg: 1</p><p>leg lift: 1</p><p>ballerina: 1</p><p>ballet slippers: 1</p><p>ceiling light: 1</p><p>thigh gap: 1</p><p>shower head: 1</p><p>crossed ankles: 1</p><p>strap pull: 1</p><p>park: 1</p><p>grabbing own ass: 1</p><p>imminent anal: 1</p><p>penises touching: 1</p><p>cosmetics: 1</p><p>lipstick tube: 1</p><p>rabbit ears: 1</p><p>precum: 1</p><p>very short hair: 1</p><p>buzz cut: 1</p><p>69: 1</p><p>wet: 1</p><p>lace panties: 1</p><p>hair over breasts: 1</p><p>long fingernails: 1</p><p>mascara: 1</p><p>bondage: 1</p><p>nature: 1</p><p>bandaid: 1</p><p>crossed legs: 1</p><p>office: 1</p><p>gloves: 1</p><p>tile wall: 1</p><p>crossed arms: 1</p><p>mating press: 1</p><p>animal ears: 1</p><p>ribs: 1</p><p>bug: 1</p><p>grabbing another's ass: 1</p><p>clitoral hood: 1</p><p>head back: 1</p><p>bag: 1</p><p>backpack: 1</p><p>pink hair: 1</p><p>assertive female: 1</p><p>computer: 1</p><p>pubic tattoo: 1</p><p>grabbing another's hair: 1</p><p>grey hair: 1</p><p>see-through: 1</p><p>reference inset: 1</p><p>pregnant: 1</p><p>penis grab: 1</p><p>saliva trail: 1</p><p>belt: 1</p><p>done!</p><p>#2. Second Model</p><p>prepare tokenizer</p><p>update token length: 225</p><p>Using DreamBooth method.</p><p>prepare images.</p><p>found directory /redacted/xxlayna_marie5x7v1/img/6_xxlayna_marie woman contains 1727 image files</p><p>10362 train images with repeating.</p><p>0 reg images.</p><p>no regularization images / 正則化画像が見つかりませんでした</p><p>[Dataset 0]</p><p>  batch_size: 1</p><p>  resolution: (549, 768)</p><p>  enable_bucket: True</p><p>  min_bucket_reso: 256</p><p>  max_bucket_reso: 2048</p><p>  bucket_reso_steps: 64</p><p>  bucket_no_upscale: True</p><p>  [Subset 0 of Dataset 0]</p><p>    image_dir: "/redacted/xxlayna_marie5x7v1/img/6_xxlayna_marie woman"</p><p>    image_count: 1727</p><p>    num_repeats: 6</p><p>    shuffle_caption: False</p><p>    keep_tokens: 0</p><p>    keep_tokens_separator: </p><p>    caption_dropout_rate: 0.0</p><p>    caption_dropout_every_n_epoches: 0</p><p>    caption_tag_dropout_rate: 0.0</p><p>    caption_prefix: None</p><p>    caption_suffix: None</p><p>    color_aug: False</p><p>    flip_aug: False</p><p>    face_crop_aug_range: None</p><p>    random_crop: False</p><p>    token_warmup_min: 1,</p><p>    token_warmup_step: 0,</p><p>    is_reg: False</p><p>    class_tokens: xxlayna_marie woman</p><p>    caption_extension: .txt</p><p>[Dataset 0]</p><p>loading image sizes.</p><p>make buckets</p><p>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</p><p>number of images (including repeats) / 各bucketの画像枚数（繰り返し回数を含む）</p><p>bucket 0: resolution (512, 768), count: 10362</p><p>mean ar error (without repeats): 0.046875</p><p>preparing accelerator</p><p>loading model for process 0/1</p><p>load Diffusers pretrained models: runwayml/stable-diffusion-v1-5</p><p>UNet2DConditionModel: 64, 8, 768, False, False</p><p>U-Net converted to original U-Net</p><p>Enable xformers for U-Net</p><p>import network module: networks.lora</p><p>[Dataset 0]</p><p>caching latents.</p><p>checking cache validity...</p><p>caching latents...</p><p>create LoRA network. base dim (rank): 128, alpha: 64.0</p><p>neuron dropout: p=None, rank dropout: p=None, module dropout: p=None</p><p>create LoRA for Text Encoder:</p><p>create LoRA for Text Encoder: 72 modules.</p><p>create LoRA for U-Net: 192 modules.</p><p>enable LoRA for text encoder</p><p>enable LoRA for U-Net</p><p>prepare optimizer, data loader etc.</p><p>use AdamW optimizer | {}</p><p>running training / 学習開始</p><p>  num train images * repeats / 学習画像の数×繰り返し回数: 10362</p><p>  num reg images / 正則化画像の数: 0</p><p>  num batches per epoch / 1epochのバッチ数: 10362</p><p>  num epochs / epoch数: 4</p><p>  batch size per device / バッチサイズ: 1</p><p>  gradient accumulation steps / 勾配を合計するステップ数 = 1</p><p>  total optimization steps / 学習ステップ数: 41448</p><p>epoch 1/4</p><p>generating sample images at step / サンプル画像生成 ステップ: 6000</p><p>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</p><p>negative_prompt: None</p><p>height: 768</p><p>width: 544</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>saving checkpoint: /redacted/xxlayna_marie5x7v1/model/xxlayna_marie5x7v1-000001.safetensors</p><p>epoch 2/4</p><p>generating sample images at step / サンプル画像生成 ステップ: 12000</p><p>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</p><p>negative_prompt: None</p><p>height: 768</p><p>width: 544</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>generating sample images at step / サンプル画像生成 ステップ: 18000</p><p>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</p><p>negative_prompt: None</p><p>height: 768</p><p>width: 544</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>saving checkpoint: /redacted/xxlayna_marie5x7v1/model/xxlayna_marie5x7v1-000002.safetensors</p><p>epoch 3/4</p><p>generating sample images at step / サンプル画像生成 ステップ: 24000</p><p>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</p><p>negative_prompt: None</p><p>height: 768</p><p>width: 544</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>generating sample images at step / サンプル画像生成 ステップ: 30000</p><p>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</p><p>negative_prompt: None</p><p>height: 768</p><p>width: 544</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>saving checkpoint: /redacted/xxlayna_marie5x7v1/model/xxlayna_marie5x7v1-000003.safetensors</p><p>epoch 4/4</p><p>generating sample images at step / サンプル画像生成 ステップ: 36000</p><p>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</p><p>negative_prompt: None</p><p>height: 768</p><p>width: 544</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>saving checkpoint: /redacted/xxlayna_marie5x7v1/model/xxlayna_marie5x7v1.safetensors</p><p>model saved.</p><p>using existing wd14 tagger model</p><p>Running wd14 tagger with onnx</p><p>loading onnx model: SmilingWolf/wd-v1-4-convnextv2-tagger-v2/model.onnx</p><p>found 1812 images.</p><p>Tag frequencies:</p><p>1girl: 1573</p><p>realistic: 1216</p><p>nude: 1171</p><p>brown hair: 1159</p><p>long hair: 1137</p><p>1boy: 932</p><p>nipples: 801</p><p>solo: 778</p><p>brown eyes: 767</p><p>breasts: 764</p><p>penis: 721</p><p>indoors: 716</p><p>looking at viewer: 675</p><p>nail polish: 563</p><p>open mouth: 510</p><p>small breasts: 477</p><p>ass: 413</p><p>barefoot: 411</p><p>solo focus: 406</p><p>black hair: 400</p><p>male pubic hair: 392</p><p>couch: 391</p><p>pussy: 381</p><p>navel: 350</p><p>red nails: 350</p><p>erection: 343</p><p>sex: 337</p><p>smile: 331</p><p>window: 325</p><p>underwear: 316</p><p>blonde hair: 308</p><p>day: 302</p><p>completely nude: 298</p><p>testicles: 287</p><p>flat chest: 282</p><p>outdoors: 265</p><p>teeth: 254</p><p>tongue: 252</p><p>vaginal: 247</p><p>panties: 236</p><p>lying: 235</p><p>sitting: 234</p><p>thighhighs: 230</p><p>piercing: 224</p><p>jewelry: 220</p><p>pillow: 219</p><p>oral: 213</p><p>spread legs: 209</p><p>feet: 207</p><p>anus: 203</p><p>standing: 195</p><p>shorts: 195</p><p>dark skin: 193</p><p>tree: 188</p><p>garter belt: 187</p><p>denim: 177</p><p>tiles: 175</p><p>denim shorts: 169</p><p>toenails: 168</p><p>tongue out: 167</p><p>fellatio: 163</p><p>kneeling: 160</p><p>toes: 156</p><p>navel piercing: 156</p><p>short shorts: 155</p><p>tile floor: 152</p><p>closed eyes: 145</p><p>bra: 144</p><p>necklace: 144</p><p>topless: 142</p><p>straddling: 140</p><p>girl on top: 140</p><p>tattoo: 140</p><p>toenail polish: 137</p><p>veins: 133</p><p>high heels: 133</p><p>beard: 132</p><p>pov: 132</p><p>female pubic hair: 123</p><p>male focus: 118</p><p>sandals: 116</p><p>grin: 112</p><p>on back: 112</p><p>short hair: 111</p><p>multiple girls: 110</p><p>bed: 109</p><p>multicolored hair: 108</p><p>looking back: 106</p><p>lingerie: 106</p><p>close-up: 101</p><p>from behind: 94</p><p>sex from behind: 94</p><p>blue shorts: 89</p><p>head out of frame: 85</p><p>parted lips: 85</p><p>2girls: 81</p><p>water: 80</p><p>table: 79</p><p>multiple boys: 78</p><p>fingernails: 78</p><p>from above: 77</p><p>white panties: 76</p><p>cutoffs: 76</p><p>hairy: 74</p><p>soles: 72</p><p>earrings: 70</p><p>thighs: 69</p><p>on bed: 69</p><p>underwear only: 68</p><p>all fours: 67</p><p>anal: 66</p><p>2boys: 65</p><p>cowgirl position: 65</p><p>licking: 64</p><p>tongue piercing: 64</p><p>public indecency: 62</p><p>cum: 61</p><p>bathroom: 60</p><p>medium breasts: 59</p><p>bracelet: 59</p><p>scenery: 57</p><p>ass grab: 57</p><p>flaccid: 56</p><p>midriff: 56</p><p>looking up: 54</p><p>bald: 54</p><p>muscular male: 53</p><p>shoes: 53</p><p>veiny penis: 52</p><p>on couch: 52</p><p>pink nails: 52</p><p>reverse cowgirl position: 51</p><p>white bra: 51</p><p>pool: 51</p><p>bare shoulders: 50</p><p>curtains: 49</p><p>full body: 48</p><p>collarbone: 48</p><p>white thighhighs: 46</p><p>muscular: 45</p><p>exhibitionism: 45</p><p>pectorals: 44</p><p>saliva: 44</p><p>carpet: 43</p><p>makeup: 41</p><p>squatting: 40</p><p>fingering: 40</p><p>sky: 39</p><p>armpits: 39</p><p>chair: 39</p><p>clitoris: 39</p><p>thong: 38</p><p>public nudity: 38</p><p>old: 37</p><p>reverse upright straddle: 37</p><p>no humans: 36</p><p>shirt: 36</p><p>group sex: 35</p><p>blue eyes: 35</p><p>hand on own ass: 34</p><p>cunnilingus: 34</p><p>licking penis: 32</p><p>arm tattoo: 32</p><p>umbrella: 32</p><p>facial: 31</p><p>nipple piercing: 31</p><p>depth of field: 31</p><p>hand on hip: 30</p><p>sunlight: 30</p><p>on stomach: 30</p><p>arms up: 30</p><p>penis on face: 30</p><p>mature male: 29</p><p>dress: 29</p><p>armpit hair: 28</p><p>flower: 28</p><p>torso grab: 28</p><p>panties aside: 27</p><p>threesome: 27</p><p>3girls: 27</p><p>black panties: 27</p><p>legs: 27</p><p>large pectorals: 26</p><p>doggystyle: 26</p><p>masturbation: 26</p><p>looking at another: 26</p><p>blue sky: 24</p><p>spread ass: 23</p><p>swimsuit: 23</p><p>navel hair: 23</p><p>handjob: 23</p><p>garter straps: 23</p><p>carrying: 22</p><p>mirror: 22</p><p>arm support: 22</p><p>spread pussy: 21</p><p>stomach: 21</p><p>unbuttoned: 21</p><p>eyelashes: 21</p><p>ring: 21</p><p>panty pull: 20</p><p>reflection: 20</p><p>cleavage: 20</p><p>cum in mouth: 20</p><p>male underwear: 20</p><p>rug: 19</p><p>from below: 19</p><p>back: 19</p><p>camisole: 19</p><p>watch: 19</p><p>bottomless: 19</p><p>legs up: 19</p><p>on side: 19</p><p>cowboy shot: 19</p><p>large penis: 18</p><p>wristwatch: 18</p><p>strap slip: 18</p><p>upper body: 18</p><p>foreskin: 18</p><p>female masturbation: 18</p><p>cum on body: 17</p><p>lace: 17</p><p>lipstick: 17</p><p>top-down bottom-up: 17</p><p>ffm threesome: 17</p><p>white footwear: 17</p><p>bent over: 17</p><p>bedroom: 17</p><p>freckles: 16</p><p>abs: 16</p><p>hands on own face: 16</p><p>object insertion: 16</p><p>ass focus: 16</p><p>bathtub: 16</p><p>dark-skinned female: 16</p><p>sex toy: 15</p><p>hair ornament: 15</p><p>covering: 15</p><p>arm up: 15</p><p>thick thighs: 14</p><p>cum on hair: 14</p><p>lower body: 14</p><p>hairclip: 14</p><p>crop top: 13</p><p>from side: 13</p><p>head tilt: 13</p><p>red panties: 13</p><p>red bra: 13</p><p>pants: 13</p><p>tube top: 12</p><p>unzipped: 12</p><p>pearl necklace: 12</p><p>skirt: 12</p><p>bikini: 12</p><p>cupless bra: 12</p><p>hand on own thigh: 11</p><p>pussy juice: 11</p><p>hand on own face: 11</p><p>kiss: 11</p><p>palm tree: 11</p><p>grabbing: 11</p><p>socks: 11</p><p>legs over head: 11</p><p>:&gt;=: 11</p><p>bisexual female: 11</p><p>fishnets: 11</p><p>hands on own cheeks: 10</p><p>cum on breasts: 10</p><p>choker: 10</p><p>breast grab: 10</p><p>blue panties: 10</p><p>on floor: 10</p><p>pov crotch: 10</p><p>imminent penetration: 10</p><p>dildo: 10</p><p>lipstick mark: 10</p><p>shower (place): 10</p><p>knee up: 10</p><p>covering crotch: 10</p><p>red shirt: 10</p><p>park: 9</p><p>penis grab: 9</p><p>foot focus: 9</p><p>the pose: 9</p><p>bench: 9</p><p>slippers: 9</p><p>blue bra: 9</p><p>fangs: 9</p><p>bare legs: 9</p><p>skindentation: 9</p><p>presenting: 9</p><p>hands on own thighs: 8</p><p>bra pull: 8</p><p>panties around one leg: 8</p><p>leg tattoo: 8</p><p>breasts apart: 8</p><p>cum on tongue: 8</p><p>black footwear: 8</p><p>mixed bathing: 8</p><p>large breasts: 8</p><p>closed mouth: 8</p><p>anus peek: 8</p><p>torn clothes: 8</p><p>strapless: 7</p><p>very short hair: 7</p><p>buzz cut: 7</p><p>head rest: 7</p><p>anklet: 7</p><p>bukkake: 7</p><p>nose piercing: 7</p><p>after fellatio: 7</p><p>guided penetration: 7</p><p>undressing: 7</p><p>arm behind head: 7</p><p>sitting on person: 7</p><p>sitting on face: 7</p><p>hoop earrings: 7</p><p>feet up: 6</p><p>red lips: 6</p><p>arms behind back: 6</p><p>standing sex: 6</p><p>penis awe: 6</p><p>covering mouth: 6</p><p>short sleeves: 6</p><p>wide-eyed: 6</p><p>sleeveless: 6</p><p>vaginal object insertion: 6</p><p>downblouse: 6</p><p>red footwear: 6</p><p>anal fingering: 6</p><p>flip-flops: 6</p><p>one eye closed: 5</p><p>yellow panties: 5</p><p>mountain: 5</p><p>shorts pull: 5</p><p>feet out of frame: 5</p><p>plump: 5</p><p>excessive pubic hair: 5</p><p>arms behind head: 5</p><p>bag: 5</p><p>thigh gap: 5</p><p>covering face: 5</p><p>open fly: 5</p><p>clothes lift: 5</p><p>tile wall: 5</p><p>city: 5</p><p>licking nipple: 5</p><p>white shirt: 5</p><p>eye contact: 5</p><p>folded: 5</p><p>grey hair: 5</p><p>hand on another's head: 5</p><p>striped thighhighs: 5</p><p>contrapposto: 5</p><p>yellow dress: 5</p><p>strappy heels: 5</p><p>see-through: 5</p><p>finger in another's mouth: 5</p><p>harness: 4</p><p>holding: 4</p><p>french kiss: 4</p><p>size difference: 4</p><p>couple: 4</p><p>naked ribbon: 4</p><p>tank top: 4</p><p>denim skirt: 4</p><p>ceiling light: 4</p><p>hand on own knee: 4</p><p>striped: 4</p><p>hand on another's ass: 4</p><p>covering breasts: 4</p><p>male masturbation: 4</p><p>belly: 4</p><p>bath: 4</p><p>boots: 4</p><p>princess carry: 4</p><p>sleeping: 4</p><p>crossed legs: 4</p><p>two-tone hair: 4</p><p>bulge: 4</p><p>urethra: 4</p><p>female pov: 4</p><p>parasol: 4</p><p>precum: 4</p><p>black pants: 4</p><p>hands on hips: 4</p><p>lace bra: 4</p><p>hand on another's chest: 4</p><p>grabbing own breast: 4</p><p>shoulder tattoo: 4</p><p>purple shirt: 4</p><p>jeans: 4</p><p>torn pants: 4</p><p>knees apart feet together: 4</p><p>bar censor: 3</p><p>crossed arms: 3</p><p>simple background: 3</p><p>lace panties: 3</p><p>leg lift: 3</p><p>stubble: 3</p><p>floor: 3</p><p>fountain: 3</p><p>hair over breasts: 3</p><p>cum on stomach: 3</p><p>strap pull: 3</p><p>poolside: 3</p><p>sneakers: 3</p><p>bottle: 3</p><p>flashing: 3</p><p>lifting person: 3</p><p>g-string: 3</p><p>reverse suspended congress: 3</p><p>clitoral hood: 3</p><p>see-through legwear: 3</p><p>arched back: 3</p><p>showering: 3</p><p>open clothes: 3</p><p>tan: 3</p><p>back tattoo: 3</p><p>blue skirt: 3</p><p>finger to mouth: 3</p><p>t-shirt: 3</p><p>leaning forward: 3</p><p>facing away: 3</p><p>sweater: 3</p><p>rope: 3</p><p>red bikini: 3</p><p>pantyhose: 3</p><p>anilingus: 3</p><p>fishnet thighhighs: 3</p><p>clenched teeth: 3</p><p>backpack: 3</p><p>bed sheet: 3</p><p>lace trim: 3</p><p>hairband: 3</p><p>head back: 3</p><p>sweat: 3</p><p>orgy: 3</p><p>photo inset: 3</p><p>out of frame: 3</p><p>topless male: 3</p><p>mouth pull: 3</p><p>torn jeans: 3</p><p>brown footwear: 3</p><p>anal object insertion: 3</p><p>standing on one leg: 2</p><p>mmf threesome: 2</p><p>after sex: 2</p><p>suspended congress: 2</p><p>saliva trail: 2</p><p>portrait: 2</p><p>black socks: 2</p><p>twintails: 2</p><p>fff threesome: 2</p><p>shirt lift: 2</p><p>one-piece swimsuit pull: 2</p><p>white hair: 2</p><p>kitchen: 2</p><p>bound: 2</p><p>bdsm: 2</p><p>bondage: 2</p><p>doughnut: 2</p><p>pregnant: 2</p><p>cum string: 2</p><p>sideboob: 2</p><p>phone: 2</p><p>book: 2</p><p>clock: 2</p><p>one-piece swimsuit: 2</p><p>hanging breasts: 2</p><p>blue pants: 2</p><p>erection under clothes: 2</p><p>clothed male nude female: 2</p><p>dirty feet: 2</p><p>leaning back: 2</p><p>thong bikini: 2</p><p>yellow thighhighs: 2</p><p>missionary: 2</p><p>collared shirt: 2</p><p>hand on own stomach: 2</p><p>flower pot: 2</p><p>torn shorts: 2</p><p>partially visible vulva: 2</p><p>red dress: 2</p><p>asphyxiation: 2</p><p>oral invitation: 2</p><p>heart: 2</p><p>chest tattoo: 2</p><p>looking at penis: 2</p><p>flat chest grab: 2</p><p>black dress: 2</p><p>belt: 2</p><p>leg up: 2</p><p>ahegao: 2</p><p>rolling eyes: 2</p><p>fucked silly: 2</p><p>implied fellatio: 2</p><p>black shirt: 2</p><p>dutch angle: 2</p><p>prone bone: 2</p><p>animal print: 2</p><p>blue dress: 2</p><p>toe ring: 2</p><p>red background: 1</p><p>red theme: 1</p><p>cum in pussy: 1</p><p>ballerina: 1</p><p>ballet slippers: 1</p><p>ballet: 1</p><p>nipple tweak: 1</p><p>cum in container: 1</p><p>garden: 1</p><p>white dress: 1</p><p>waterfall: 1</p><p>just the tip: 1</p><p>dark areolae: 1</p><p>web address: 1</p><p>pool ladder: 1</p><p>horns: 1</p><p>looking to the side: 1</p><p>purple nails: 1</p><p>snow: 1</p><p>spread anus: 1</p><p>very dark skin: 1</p><p>grabbing another's hair: 1</p><p>basketball: 1</p><p>side-tie panties: 1</p><p>breast press: 1</p><p>park bench: 1</p><p>profile: 1</p><p>tanlines: 1</p><p>undercut: 1</p><p>red eyes: 1</p><p>leopard print: 1</p><p>fine fabric emphasis: 1</p><p>wooden table: 1</p><p>hand on another's thigh: 1</p><p>hand on another's leg: 1</p><p>tiara: 1</p><p>pants pull: 1</p><p>english text: 1</p><p>hands on own head: 1</p><p>house: 1</p><p>ponytail: 1</p><p>underboob: 1</p><p>upturned eyes: 1</p><p>hood: 1</p><p>red hoodie: 1</p><p>virtual youtuber: 1</p><p>backlighting: 1</p><p>bug: 1</p><p>red hair: 1</p><p>white nails: 1</p><p>motion blur: 1</p><p>red ribbon: 1</p><p>eyeshadow: 1</p><p>toilet: 1</p><p>tribadism: 1</p><p>hammock: 1</p><p>nipple slip: 1</p><p>checkered floor: 1</p><p>monitor: 1</p><p>knees to chest: 1</p><p>lip biting: 1</p><p>bandeau: 1</p><p>hands in hair: 1</p><p>shoe soles: 1</p><p>night: 1</p><p>ribs: 1</p><p>skinny: 1</p><p>cabinet: 1</p><p>cameltoe: 1</p><p>fence: 1</p><p>bow: 1</p><p>mixed media: 1</p><p>boxers: 1</p><p>bandaid: 1</p><p>black camisole: 1</p><p>sink: 1</p><p>towel: 1</p><p>halo: 1</p><p>male swimwear: 1</p><p>deepthroat: 1</p><p>femdom: 1</p><p>onee-shota: 1</p><p>highleg panties: 1</p><p>cooperative fellatio: 1</p><p>green pants: 1</p><p>gloves: 1</p><p>white skirt: 1</p><p>breast sucking: 1</p><p>panty lift: 1</p><p>striped shirt: 1</p><p>cross: 1</p><p>grabbing another's ass: 1</p><p>reference inset: 1</p><p>surprised: 1</p><p>blue theme: 1</p><p>sitting backwards: 1</p><p>sleeveless dress: 1</p><p>orange shirt: 1</p><p>candle: 1</p><p>bandages: 1</p><p>footjob: 1</p><p>grabbing from behind: 1</p><p>imminent anal: 1</p><p>3boys: 1</p><p>street: 1</p><p>black hairband: 1</p><p>gradient hair: 1</p><p>crossed ankles: 1</p><p>green one-piece swimsuit: 1</p><p>newspaper: 1</p><p>sideburns: 1</p><p>nature: 1</p><p>gift: 1</p><p>christmas ornaments: 1</p><p>shower head: 1</p><p>one breast out: 1</p><p>black bra: 1</p><p>door: 1</p><p>pasta: 1</p><p>bathing: 1</p><p>cleft of venus: 1</p><p>curly hair: 1</p><p>against glass: 1</p><p>green panties: 1</p><p>skirt lift: 1</p><p>micro shorts: 1</p><p>v: 1</p><p>nail art: 1</p><p>boy on top: 1</p><p>dirty: 1</p><p>stuffed toy: 1</p><p>done!</p><p>#3. Third Model</p><p>prepare tokenizer</p><p>update token length: 225</p><p>Using DreamBooth method.</p><p>prepare images.</p><p>found directory /redacted/xxlayna_marie16x9v1/img/6_xxlayna_marie woman contains 1785 image files</p><p>10710 train images with repeating.</p><p>0 reg images.</p><p>no regularization images / 正則化画像が見つかりませんでした</p><p>[Dataset 0]</p><p>  batch_size: 1</p><p>  resolution: (768, 432)</p><p>  enable_bucket: True</p><p>  min_bucket_reso: 256</p><p>  max_bucket_reso: 2048</p><p>  bucket_reso_steps: 64</p><p>  bucket_no_upscale: True</p><p>  [Subset 0 of Dataset 0]</p><p>    image_dir: "/redacted/xxlayna_marie16x9v1/img/6_xxlayna_marie woman"</p><p>    image_count: 1785</p><p>    num_repeats: 6</p><p>    shuffle_caption: False</p><p>    keep_tokens: 0</p><p>    keep_tokens_separator: </p><p>    caption_dropout_rate: 0.0</p><p>    caption_dropout_every_n_epoches: 0</p><p>    caption_tag_dropout_rate: 0.0</p><p>    caption_prefix: None</p><p>    caption_suffix: None</p><p>    color_aug: False</p><p>    flip_aug: False</p><p>    face_crop_aug_range: None</p><p>    random_crop: False</p><p>    token_warmup_min: 1,</p><p>    token_warmup_step: 0,</p><p>    is_reg: False</p><p>    class_tokens: xxlayna_marie woman</p><p>    caption_extension: .txt</p><p>[Dataset 0]</p><p>loading image sizes.</p><p>make buckets</p><p>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</p><p>number of images (including repeats) / 各bucketの画像枚数（繰り返し回数を含む）</p><p>bucket 0: resolution (384, 192), count: 10710</p><p>mean ar error (without repeats): 0.22153904720749645</p><p>preparing accelerator</p><p>loading model for process 0/1</p><p>load Diffusers pretrained models: runwayml/stable-diffusion-v1-5</p><p>UNet2DConditionModel: 64, 8, 768, False, False</p><p>U-Net converted to original U-Net</p><p>Enable xformers for U-Net</p><p>import network module: networks.lora</p><p>[Dataset 0]</p><p>caching latents.</p><p>checking cache validity...</p><p>caching latents...</p><p>create LoRA network. base dim (rank): 128, alpha: 64.0</p><p>neuron dropout: p=None, rank dropout: p=None, module dropout: p=None</p><p>create LoRA for Text Encoder:</p><p>create LoRA for Text Encoder: 72 modules.</p><p>create LoRA for U-Net: 192 modules.</p><p>enable LoRA for text encoder</p><p>enable LoRA for U-Net</p><p>prepare optimizer, data loader etc.</p><p>use AdamW optimizer | {}</p><p>running training / 学習開始</p><p>  num train images * repeats / 学習画像の数×繰り返し回数: 10710</p><p>  num reg images / 正則化画像の数: 0</p><p>  num batches per epoch / 1epochのバッチ数: 10710</p><p>  num epochs / epoch数: 4</p><p>  batch size per device / バッチサイズ: 1</p><p>  gradient accumulation steps / 勾配を合計するステップ数 = 1</p><p>  total optimization steps / 学習ステップ数: 42840</p><p>epoch 1/4</p><p>generating sample images at step / サンプル画像生成 ステップ: 6000</p><p>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</p><p>negative_prompt: None</p><p>height: 432</p><p>width: 768</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>saving checkpoint: /redacted/xxlayna_marie16x9v1/model/xxlayna_marie16x9v1-000001.safetensors</p><p>epoch 2/4</p><p>generating sample images at step / サンプル画像生成 ステップ: 12000</p><p>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</p><p>negative_prompt: None</p><p>height: 432</p><p>width: 768</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>generating sample images at step / サンプル画像生成 ステップ: 18000</p><p>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</p><p>negative_prompt: None</p><p>height: 432</p><p>width: 768</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>saving checkpoint: /redacted/xxlayna_marie16x9v1/model/xxlayna_marie16x9v1-000002.safetensors</p><p>epoch 3/4</p><p>generating sample images at step / サンプル画像生成 ステップ: 24000</p><p>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</p><p>negative_prompt: None</p><p>height: 432</p><p>width: 768</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>generating sample images at step / サンプル画像生成 ステップ: 30000</p><p>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</p><p>negative_prompt: None</p><p>height: 432</p><p>width: 768</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>saving checkpoint: /redacted/xxlayna_marie16x9v1/model/xxlayna_marie16x9v1-000003.safetensors</p><p>epoch 4/4</p><p>generating sample images at step / サンプル画像生成 ステップ: 36000</p><p>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</p><p>negative_prompt: None</p><p>height: 432</p><p>width: 768</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>generating sample images at step / サンプル画像生成 ステップ: 42000</p><p>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</p><p>negative_prompt: None</p><p>height: 432</p><p>width: 768</p><p>sample_steps: 60</p><p>scale: 7.5</p><p>sample_sampler: dpmsolver++</p><p>seed: 2282803623</p><p>saving checkpoint: /redacted/xxlayna_marie16x9v1/model/xxlayna_marie16x9v1.safetensors</p><p>model saved.</p><p>using existing wd14 tagger model</p><p>Running wd14 tagger with onnx</p><p>loading onnx model: SmilingWolf/wd-v1-4-convnextv2-tagger-v2/model.onnx</p><p>found 1837 images.</p><p>Tag frequencies:</p><p>1girl: 1777</p><p>brown hair: 1517</p><p>long hair: 1448</p><p>nude: 1275</p><p>realistic: 1235</p><p>1boy: 1069</p><p>breasts: 1035</p><p>penis: 1014</p><p>brown eyes: 990</p><p>nipples: 967</p><p>solo: 745</p><p>looking at viewer: 730</p><p>indoors: 730</p><p>nail polish: 689</p><p>open mouth: 667</p><p>couch: 656</p><p>male pubic hair: 633</p><p>ass: 619</p><p>small breasts: 598</p><p>black hair: 597</p><p>sex: 558</p><p>barefoot: 537</p><p>pussy: 507</p><p>completely nude: 476</p><p>erection: 458</p><p>testicles: 449</p><p>solo focus: 444</p><p>vaginal: 431</p><p>pillow: 417</p><p>dark skin: 410</p><p>red nails: 408</p><p>smile: 391</p><p>navel: 365</p><p>jewelry: 352</p><p>tongue: 333</p><p>lying: 326</p><p>window: 323</p><p>outdoors: 323</p><p>blonde hair: 321</p><p>teeth: 294</p><p>oral: 277</p><p>day: 266</p><p>spread legs: 261</p><p>anus: 260</p><p>piercing: 257</p><p>fellatio: 246</p><p>sitting: 243</p><p>tattoo: 240</p><p>beard: 228</p><p>girl on top: 223</p><p>straddling: 221</p><p>sex from behind: 220</p><p>tongue out: 213</p><p>underwear: 208</p><p>flat chest: 207</p><p>kneeling: 198</p><p>tiles: 195</p><p>feet: 194</p><p>on back: 189</p><p>toes: 178</p><p>pov: 178</p><p>thighhighs: 174</p><p>multicolored hair: 170</p><p>tile floor: 164</p><p>tree: 164</p><p>navel piercing: 158</p><p>on couch: 158</p><p>grin: 154</p><p>looking back: 154</p><p>panties: 147</p><p>from above: 144</p><p>shorts: 141</p><p>denim: 141</p><p>soles: 140</p><p>earrings: 134</p><p>from behind: 134</p><p>denim shorts: 131</p><p>sky: 131</p><p>makeup: 130</p><p>garter belt: 129</p><p>bracelet: 128</p><p>short shorts: 124</p><p>short hair: 123</p><p>ass grab: 120</p><p>medium breasts: 115</p><p>toenails: 114</p><p>closed eyes: 114</p><p>all fours: 114</p><p>anal: 112</p><p>bed: 112</p><p>necklace: 110</p><p>cowgirl position: 109</p><p>standing: 106</p><p>sandals: 105</p><p>upper body: 104</p><p>parted lips: 102</p><p>female pubic hair: 101</p><p>bald: 100</p><p>bare shoulders: 96</p><p>toenail polish: 96</p><p>collarbone: 96</p><p>blue shorts: 93</p><p>head out of frame: 93</p><p>blue sky: 93</p><p>topless: 91</p><p>doggystyle: 89</p><p>cum: 89</p><p>veins: 87</p><p>tongue piercing: 84</p><p>licking: 83</p><p>reverse cowgirl position: 83</p><p>on stomach: 79</p><p>looking up: 75</p><p>swimsuit: 74</p><p>high heels: 72</p><p>reverse upright straddle: 71</p><p>armpits: 69</p><p>nipple piercing: 69</p><p>hairy: 67</p><p>midriff: 64</p><p>hands on own face: 64</p><p>lipstick: 62</p><p>hoop earrings: 62</p><p>multiple girls: 61</p><p>bra: 61</p><p>arms up: 58</p><p>underwear only: 57</p><p>white panties: 56</p><p>bikini: 51</p><p>fingernails: 49</p><p>hands on own cheeks: 49</p><p>close-up: 48</p><p>on bed: 48</p><p>water: 48</p><p>public indecency: 48</p><p>thong: 47</p><p>pink nails: 46</p><p>saliva: 46</p><p>facial: 46</p><p>carrying: 46</p><p>bathroom: 45</p><p>black panties: 44</p><p>looking at another: 44</p><p>lingerie: 42</p><p>top-down bottom-up: 41</p><p>white thighhighs: 40</p><p>licking penis: 39</p><p>multiple boys: 39</p><p>hand on hip: 39</p><p>shoes: 39</p><p>lipstick mark: 39</p><p>spread ass: 37</p><p>clitoris: 37</p><p>ring: 37</p><p>2girls: 36</p><p>large penis: 35</p><p>group sex: 34</p><p>cum on body: 34</p><p>torso grab: 34</p><p>squatting: 33</p><p>2boys: 33</p><p>city: 33</p><p>white bra: 32</p><p>3girls: 32</p><p>old: 32</p><p>armpit hair: 32</p><p>depth of field: 31</p><p>pool: 31</p><p>back: 30</p><p>public nudity: 30</p><p>cum on hair: 30</p><p>flaccid: 30</p><p>blue eyes: 30</p><p>cleavage: 29</p><p>dark-skinned female: 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1</p><p>hand on own stomach: 1</p><p>platform footwear: 1</p><p>urethra: 1</p><p>backpack removed: 1</p><p>white nails: 1</p><p>cum on stomach: 1</p><p>penis awe: 1</p><p>checkered floor: 1</p><p>dandelion: 1</p><p>footjob: 1</p><p>dirty feet: 1</p><p>french kiss: 1</p><p>hugging own legs: 1</p><p>frying pan: 1</p><p>sitting on person: 1</p><p>breast focus: 1</p><p>done!</p><p>#4. Merge</p><p>--models /redacted/xxlayna_marie1x1v1/model/xxlayna_marie1x1v1.safetensors /redacted/xxlayna_marie5x7v1/model/xxlayna_marie5x7v1.safetensors /redacted/xxlayna_marie16x9v1/model/xxlayna_marie16x9v1.safetensors</p><p>--ratios 0.55 0.60 0.45</p><p>--save_to /redacted/xxlayna_mariev1.safetensors</p><p>loading: /redacted/xxlayna_marie1x1v1/model/xxlayna_marie1x1v1.safetensors</p><p>dim: [128], alpha: [64.0]</p><p>merging...</p><p>loading: /redacted/xxlayna_marie5x7v1/model/xxlayna_marie5x7v1.safetensors</p><p>dim: [128], alpha: [64.0]</p><p>merging...</p><p>loading: /redacted/xxlayna_marie16x9v1/model/xxlayna_marie16x9v1.safetensors</p><p>dim: [128], alpha: [64.0]</p><p>merging...</p><p>merged model</p><p>dim: [128], alpha: [64.0]</p><p>calculating hashes and creating metadata...</p><p>saving model to: /redacted/xxlayna_mariev1.safetensors</p><p># .safetensors Lora hashes (old model_hash/sha256 - May not match with stable-diffusion webui)</p><p>e3921ac5</p><p>dbd96365a39938151f33ad14ce49ed7692626b83b795505086cfec1515e434a4</p>
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