์ถ”์ฒœ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ

realisticvision-negative-embedding

(semi-realistic,cgi,3d,render,sketch,cartoon,drawing,anime:1.4),text,close up,cropped,out of frame,worst quality,low quality,jpeg artifacts,ugly,duplicate,morbid,mutilated,extra fingers,mutated hands,by realisticvision-negative-embedding,poorly drawn hands,poorly drawn face,mutation,deformed,blurry,dehydrated,bad anatomy,bad proportions,extra limbs,cloned face,disfigured,gross proportions,malformed limbs,missing arms,missing legs,extra arms,extra legs,fused fingers,too many fingers,long neck

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

samplers

Euler a

steps

25

cfg

7

resolution

384x640

other models

realisticVisionV20_v20 (c0d1994c73)

์ถ”์ฒœ ๊ณ ํ•ด์ƒ๋„ ๋งค๊ฐœ๋ณ€์ˆ˜

upscaler

Latent

upscale

1.5

denoising strength

0.5

ํŒ

์ด ์ž„๋ฒ ๋”ฉ์„ ์‚ฌ์šฉํ•˜๋ ค๋ฉด ๋‹ค์šด๋กœ๋“œํ•˜์—ฌ embeddings ํด๋”์— ์ €์žฅํ•œ ๋’ค, ํ™•์žฅ์ž ์—†์ด ํŒŒ์ผ ์ด๋ฆ„์„ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ์— ์ž…๋ ฅํ•ด ํ™œ์„ฑํ™”ํ•˜์„ธ์š”.

๋ฒ„์ „ ํ•˜์ด๋ผ์ดํŠธ

5230์žฅ 512x768 ์ด๋ฏธ์ง€์— ๋Œ€ํ•ด 5342 ์Šคํ… ๋™์•ˆ ํ›ˆ๋ จํ–ˆ์œผ๋ฉฐ(์ค‘๋‹จ ์‹œ์ ์„ ์กฐ๊ธˆ ๋Šฆ๊ฒŒ ์žก์•˜์Šต๋‹ˆ๋‹ค), ๊ธฐ๋ณธ ํ•™์Šต๋ฅ ์€ 0.005, ๋ฐฐ์น˜ ํฌ๊ธฐ๋Š” 1, ๊ทธ๋ž˜๋””์–ธํŠธ๋Š” 1, 500 ์Šคํ… ์ฃผ๊ธฐ๋ฅผ ๊ฐ€์ง„ CosingAnnealingWarmupRestarts ์Šค์ผ€์ค„๋Ÿฌ๊ฐ€ ํ™œ์„ฑํ™”๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ๊ณ ๊ธ‰ adamW ํŒŒ๋ผ๋ฏธํ„ฐ ์˜ต์…˜๋„ ํ™œ์„ฑํ™”ํ–ˆ์ง€๋งŒ ์ถ”๊ฐ€๋กœ ์กฐ์ •ํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค. ์บก์…˜์€ ๋งŒ๋“ค๊ฑฐ๋‚˜ ์‚ฌ์šฉํ•˜์ง€ ์•Š์•˜๊ณ , style.txt๋ฅผ ํ”„๋กฌํ”„ํŠธ ํ…œํ”Œ๋ฆฟ ํŒŒ์ผ๋กœ ์‚ฌ์šฉํ–ˆ์Šต๋‹ˆ๋‹ค. xformers๋ฅผ ๋„๊ธฐ๋กœ ๊ฒฐ์ •ํ•ด 512x768 ํ•ด์ƒ๋„์—์„œ ๋ฐฐ์น˜ ํฌ๊ธฐ 1๋งŒ ์ฒ˜๋ฆฌํ•  ์ˆ˜ ์žˆ์–ด์„œ 1 ๋ฐฐ์น˜๋งŒ ์‹คํ–‰ํ–ˆ์Šต๋‹ˆ๋‹ค. ์‚ฌ์šฉํ•œ ํ›ˆ๋ จ์šฉ ํ™•์žฅ์ž๋Š” ์ด๊ฒƒ์ž…๋‹ˆ๋‹ค.

ํ›ˆ๋ จ ์ด๋ฏธ์ง€ ์ฝ˜ํ…์ธ  ๋ฌธ์ œ๋กœ ์ด๋ฏธ์ง€๋ฅผ ์—…๋กœ๋“œํ•˜์ง€ ์•Š๊ณ , ๋Œ€์‹  ํ›ˆ๋ จ ์ด๋ฏธ์ง€ ํ”„๋กฌํ”„ํŠธ๋ฅผ ์–ป์€ Reddit ๊ฒŒ์‹œ๋ฌผ ๋งํฌ๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค: ๋งํฌ. ํ›ˆ๋ จ ์ด๋ฏธ์ง€๋ฅผ ์ƒ์„ฑํ•˜๋ ค๋ฉด, ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ๋ฅผ ํฌ์ง€ํ‹ฐ๋ธŒ์— ๋„ฃ๊ณ , ํฌ์ง€ํ‹ฐ๋ธŒ๋ฅผ ๋„ค๊ฑฐํ‹ฐ๋ธŒ์— ๋„ฃ์€ ํ›„ ๋ชจ๋“  ์ฃผ์ œ ๊ด€๋ จ ๋‹จ์–ด๋ฅผ ์ œ๊ฑฐํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ๋‚˜๋จธ์ง€ ํŒŒ๋ผ๋ฏธํ„ฐ๋Š” ์Šคํ… ์ˆ˜, cfg, ์ƒ˜ํ”Œ๋Ÿฌ ๋“ฑ ๋™์ผํ•˜๊ฒŒ ์œ ์ง€ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค.

์ด๊ฒƒ์€ Realistic Vision v2.0 ๋ชจ๋ธ์šฉ 75 ํ† ํฐ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ์ž„๋ฒ ๋”ฉ์ž…๋‹ˆ๋‹ค. ํ”„๋กฌํ”„ํŠธ ์‹œ ๋ณด๋‹ค ํ˜„์‹ค์ ์ธ ์ด๋ฏธ์ง€๋ฅผ ์–ป๋Š” ๋ฐ ๋„์›€์ด ๋  ๊ฒƒ์ž…๋‹ˆ๋‹ค. ๋ชจ๋“  ํ›ˆ๋ จ ์ด๋ฏธ์ง€๋Š” ํ•ด๋‹น ๋ชจ๋ธ์—์„œ ์ƒ์„ฑ๋˜์—ˆ์œผ๋ฉฐ, ํ›ˆ๋ จ ๋˜ํ•œ ํ•ด๋‹น ๋ชจ๋ธ์—์„œ ์ˆ˜ํ–‰๋˜์—ˆ์Šต๋‹ˆ๋‹ค. ์ด ์ž„๋ฒ ๋”ฉ์€ ๋‹ค๋ฅธ ๋ชจ๋ธ์—์„œ๋„ ์ž‘๋™ํ•  ๊ฐ€๋Šฅ์„ฑ์ด ์žˆ์ง€๋งŒ, ์ €๋Š” ๋‹ค๋ฅธ ๋ชจ๋ธ์— ๋Œ€ํ•ด์„œ๋Š” ํ…Œ์ŠคํŠธํ•˜์ง€ ์•Š์•˜์Šต๋‹ˆ๋‹ค.

์ด ์ž„๋ฒ ๋”ฉ์„ ์‚ฌ์šฉํ•˜๋ ค๋ฉด ๋‹ค์šด๋กœ๋“œํ•˜์—ฌ embeddings ํด๋”์— ๋„ฃ๊ณ , ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ์—์„œ ์ž„๋ฒ ๋”ฉ ํŒŒ์ผ ์ด๋ฆ„์„ ํƒ€์ดํ•‘ํ•˜์—ฌ ํ™œ์„ฑํ™”ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค. ๊ธฐ๋ณธ๊ฐ’์€ "realisticvision-negative-embedding"์ž…๋‹ˆ๋‹ค(๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ์— ํŒŒ์ผ ํ™•์žฅ์ž๋Š” ์ž…๋ ฅํ•˜์ง€ ๋งˆ์‹ญ์‹œ์˜ค). ์ด ํ™œ์„ฑํ™” ๋ฌธ๊ตฌ๊ฐ€ ๋งˆ์Œ์— ๋“ค์ง€ ์•Š์œผ๋ฉด ํŒŒ์ผ ์ด๋ฆ„์„ ์›ํ•˜๋Š” ๋Œ€๋กœ ๋ฐ”๊ฟ€ ์ˆ˜ ์žˆ์œผ๋ฉฐ, ๊ทธ ์ด๋ฆ„์ด ์ƒˆ ํ™œ์„ฑํ™” ๋ฌธ๊ตฌ๊ฐ€ ๋ฉ๋‹ˆ๋‹ค.

์ด์ „
New Negative - v16
๋‹ค์Œ
Pyros NSFW SDXL - v05

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

TextualInversion

๊ธฐ๋ณธ ๋ชจ๋ธ

SD 1.5

๋ชจ๋ธ ๋ฒ„์ „

v1.0

๋ชจ๋ธ ํ•ด์‹œ

5511b02e26

ํ•™์Šต๋œ ๋‹จ์–ด

realisticvision-negative-embedding

์ œ์ž‘์ž

ํ† ๋ก 

๋Œ“๊ธ€์„ ๋‚จ๊ธฐ๋ ค๋ฉด log inํ•˜์„ธ์š”.

๋ชจ๋ธ ์ปฌ๋ ‰์…˜ - Negative Embedding for Realistic Vision v20

Negative Embedding for Realistic Vision v20 - v10 ์ œ์ž‘ ์ด๋ฏธ์ง€