ํ™”๋ คํ•œ ์ƒน๋“ค๋ฆฌ์—์™€ ๋ณ„์ด ๋น›๋‚˜๋Š” ๋ฐคํ•˜๋Š˜์ด ์ •๊ตํ•˜๊ฒŒ ๋ฌ˜์‚ฌ๋œ ์ฒœ์žฅ ์•„๋ž˜, ๊ธˆ์ƒ‰ ์žฅ์‹์ด ์žˆ๋Š” ์ฒœ์ฒด ํ…Œ๋งˆ์˜ ์ €๋… ์ ‘์‹œ์™€ ํฌ๋ฆฌ์Šคํƒˆ ์œ ๋ฆฌ์ž”, ์šฐ์•„ํ•œ ๊ฝƒ ์ค‘์•™ ์žฅ์‹์ด ์„ธํŒ…๋œ ๊ธด ํ…Œ์ด๋ธ”์ด ์žˆ๋Š” ์›…์žฅํ•œ ์™•๊ถ ๋‹ค์ด๋‹๋ฃธ.
๋น„ํ–‰์‚ฌ ๊ณ ๊ธ€๊ณผ ํŒŒ์ผ๋Ÿฟ ๋ณต์žฅ์„ ํ•œ ์—ฌ์„ฑ์ด ์˜ค๋ž˜๋œ ๋น„ํ–‰๊ธฐ ์•ž์— ์„œ ์žˆ๋Š” ์„ธํ”ผ์•„ ํ†ค ๋นˆํ‹ฐ์ง€ ์‚ฌ์ง„.
Giger ์˜๊ฐ ๋ฐ”์ด์˜ค๋ฉ”์นด๋‹ˆ์ปฌ ์Šคํƒ€์ผ๋กœ ๋””์ž์ธ๋œ ๊ณ ๋„๋กœ ์ •๋ฐ€ํ•œ ๊ธˆ์† ๋งฅ์ฃผ ํ…ก์ปค๋กœ ํ•ด๊ณจ ๋ชจ์–‘์ด๋ฉฐ ์—ฐ๊ธฐ ๋‚˜๋Š” ์„์˜ ์š”์†Œ๋กœ ์ œ์ž‘๋˜์—ˆ๊ณ , ๊ฑฐํ’ˆ ๋‚€ ๋งฅ์ฃผ๊ฐ€ ๊ฐ€๋“ ์ฐจ ์žˆ์Šต๋‹ˆ๋‹ค.
๊ธˆ์† ๋น„๋Š˜๊ณผ ๋น›๋‚˜๋Š” ์ƒ๋ฌผ๋ฐœ๊ด‘ ์•ก์„ผํŠธ๊ฐ€ ์žˆ๋Š” ์ดˆํ˜„์‹ค์  ์‚ฌ์ด๋ณด๊ทธ ์ธ์–ด๊ฐ€ ์ˆ˜์ค‘ ์ƒ๋ช…๊ณผ ์ฒจ๋‹จ ๊ธฐ์ˆ ๋กœ ๊ฐ€๋“ํ•œ ์ƒ์„ธํ•œ ์ˆ˜์ค‘ ๋Œ€๋„์‹œ ๋ฐฐ๊ฒฝ ์•ž์— ์„œ ์žˆ์Šต๋‹ˆ๋‹ค.
์ถœํ‡ด๊ทผ ์‹œ๊ฐ„์— ํ˜ผ์žกํ•œ ์ง€ํ•˜์ฒ  ๊ฐ์ฐจ ์•ˆ์—์„œ ๋ฐ˜ํˆฌ๋ช… ํ”ผ๋ถ€์™€ ๋น›๋‚˜๋Š” ์ด‰์ˆ˜๋ฅผ ๊ฐ€์ง„ ๊ทน์‚ฌ์‹ค์  ์ธ๊ฐ„ํ˜• ํ•ดํŒŒ๋ฆฌ๊ฐ€ ์Šน๊ฐ๋“ค ์‚ฌ์ด๋ฅผ ๋– ๋‹ค๋‹ˆ๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค.

์ถ”์ฒœ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ

(bandhands, bad hands:1.2), (naked boobs:1.3), iphone, smartphone, (nsfw, nude, naked, nipple:1.4), low detailed, deformed iris, deformed pupils, jpeg artifacts, ugly, duplicate, morbid, mutilated, too many fingers, mutated hands, poorly drawn hands, mutation, deformed, bad anatomy, bad proportions, extra limbs, cloned face, malformed limbs, extra arms, text, extra legs, fused fingers, logo, signature, watermark, autograph, trademark, cut off, censored, inaccurate body, inaccurate face, bad teeth, deformities, (boring, uninteresting:1.1)

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

samplers

DDPM, Euler, DPM++ 3M SDE

steps

10 - 15

cfg

1 - 4

clip skip

2

resolution

850x1280, 520x960

vae

sdxl_vae, sdxl_vae.safetensors

other models

ral-drp (33d3d95bec73), casting shadow style v2 (8f86f8482514), add-detail-xl (9c783c8ce46c), WildcardX-XL-Detail-Enhancer (69e8c9938bf7), xl_more_art-full_v1 (fe3b4816be83), ral-ertmsphr (0d7803cec887), ral-apoctvisn-sdxl (04f9cdbb3aa2), InkArtXL_1.2 (0ac1b33af01a)

์ถ”์ฒœ ๊ณ ํ•ด์ƒ๋„ ๋งค๊ฐœ๋ณ€์ˆ˜

upscaler

SwinIR 4x, SwinIR_4x

upscale

1.5 - 4

steps

10 - 17

denoising strength

0.28 - 0.29

ํŒ

์‚ฌ๋žŒ๊ณผ ์–ผ๊ตด์— ๋Œ€ํ•ด์„œ๋Š” DDPM ์ƒ˜ํ”Œ๋Ÿฌ ์‚ฌ์šฉ์„ ํ”ผํ•˜๊ณ  DPM++ 3M SDE ๋˜๋Š” Euler๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”.

๋‚ฎ์€ CFG ์Šค์ผ€์ผ(1-1.8)์ด ๋” ํ˜„์‹ค์ ์ธ ๊ฒฐ๊ณผ๋ฅผ ์ œ๊ณตํ•ฉ๋‹ˆ๋‹ค.

Lora ๊ฐ€์ค‘์น˜๋ฅผ ์‹คํ—˜ํ•ด ๋ณด์„ธ์š”. ์ด ๋ชจ๋ธ์— ํฐ ๋ณ€ํ™”๋ฅผ ๊ฐ€์ ธ์˜ฌ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์„ฑ๋Šฅ ์ตœ์ ํ™”๋ฅผ ์œ„ํ•ด ์„ค์ •์„ ํ…Œ์ŠคํŠธํ•˜๊ณ  ์ปค๋ฎค๋‹ˆํ‹ฐ์™€ ๊ณต์œ ํ•˜์„ธ์š”.

๋ฒ„์ „ ํ•˜์ด๋ผ์ดํŠธ

์—…๋ฐ์ดํŠธ v0.3:

v0.1์˜ ์ผ๋ถ€ ๋ฌธ์ œ๋ฅผ ์ˆ˜์ •ํ•˜๊ธฐ ์œ„ํ•œ ์ž‘์€ ์—…๋ฐ์ดํŠธ์ž…๋‹ˆ๋‹ค.

๋ชจ๋“  ์ฃผ์ œ๊ฐ€ ๋ณ€๊ฒฝ๋˜์ง€๋Š” ์•Š์ง€๋งŒ ์ผ๋ถ€๋Š” ๊ฐœ์„ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

์•ฝ 1000์žฅ์˜ ์‚ฌ์ง„ ์ค‘์—์„œ v0.3์ด ๋” ๋‚˜์˜๊ฑฐ๋‚˜ ๊ฐ™์•˜๋˜ ์‚ฌ์ง„์ด ์—†์œผ๋ฏ€๋กœ ์—…๊ทธ๋ ˆ์ด๋“œ๋Š” ํ™•์‹คํžˆ ๊ฐ€์น˜๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.

๋‹ค์Œ๊ณผ ๊ฐ™์€ ๊ฐœ์„ ์‚ฌํ•ญ์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค:

  • ์กฐ๊ธˆ ๋” ์„ ๋ช…ํ•ด์ง

  • ๋” ํ˜„์‹ค์ ์ž„

  • ์กฐ๊ธˆ ๋” ์ฐฝ์˜์ ์ž„

  • ์ „์‹  ์‚ฌ์ง„์—์„œ ๋” ๋‚˜์€ ์†๊ณผ ์–ผ๊ตด์„ ์–ป์„ ์ˆ˜ ์žˆ๋Š” ๊ฐ€๋Šฅ์„ฑ์ด ์กฐ๊ธˆ ๋” ๋Š˜์–ด๋‚จ

ํฌ๋ฆฌ์—์ดํ„ฐ ์Šคํฐ์„œ

์–ด๋–ค ์ด์œ ๋กœ๋“  ์ œ๊ฒŒ ๊ฐ์‚ฌ๋ฅผ ํ‘œํ˜„ํ•˜๊ณ  ์‹ถ์œผ์‹œ๋‹ค๋ฉด, โค๏ธKo-Fiโค๏ธ๋ฅผ ์ด์šฉํ•ด ์ฃผ์„ธ์š”.

ํŠน๋ณ„ ๊ฐ์‚ฌ badassdragoon2 georgebanjog Mr_fries1111 barytdruck124

์•ˆ๋…•ํ•˜์„ธ์š” โ™ฅ

์–ด๋–ค ์ด์œ ๋กœ๋“  ์ œ๊ฒŒ ๊ฐ์‚ฌ๋ฅผ ํ‘œํ˜„ํ•˜๊ณ  ์‹ถ์œผ์‹œ๋‹ค๋ฉด, โค๏ธKo-Fiโค๏ธ๋ฅผ ์ด์šฉํ•ด ์ฃผ์„ธ์š”.

ํŠน๋ณ„ ๊ฐ์‚ฌ

badassdragoon2 georgebanjog Mr_fries1111 barytdruck124

๊ทธ๋“ค์˜ ๋ฉ‹์ง„ ์ž‘ํ’ˆ์„ ๊ผญ ํ™•์ธํ•ด ๋ณด์„ธ์š”!

์—…๋ฐ์ดํŠธ v1.0:

V0.5๊ฐ€ ์ถœ์‹œ๋˜์—ˆ์„ ๋•Œ๋ฅผ ์ƒ๊ฐํ•˜๋ฉด, ๋ชจ๋“  ์˜์—ญ์—์„œ ์ •๋ง ๋” ๋‚˜์€ ๋ฒ„์ „์„ ๋งŒ๋“œ๋Š” ๊ฒƒ์ด ์–ผ๋งˆ๋‚˜ ์–ด๋ ค์› ๋Š”์ง€ ์ƒ์ƒํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์ด๊ฒƒ์€ ์•„๋งˆ๋„ 100๊ฐ€์ง€ ๋‹ค๋ฅธ ๋ฒ„์ „์˜ ๊ฒฐ๊ณผ์ž…๋‹ˆ๋‹ค.

  • ๋” ๋งŽ์€ ์„ธ๋ถ€ ๋ฌ˜์‚ฌ

  • ๋‚ฎ์€ cfg์—์„œ ๋” ๋‚˜์€ ์ƒ‰์ƒ

  • ๋” ๋‚˜์€ ์–ผ๊ตด(๊ทธ๋ฆฌ๊ณ  ๋” ๋‹ค์–‘ํ•œ ์–ผ๊ตด) (์™„๋ฒฝํ•˜์ง€ ์•Š์Œ)
    ์‚ฌ๋žŒ๊ณผ ์–ผ๊ตด์—๋Š” DDPM ์„ ์‚ฌ์šฉํ•˜์ง€ ๋ง๊ณ  DPM++ 3M SDE ๋˜๋Š” Euler๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”

์—…๋ฐ์ดํŠธ v0.5:

์ž‘์€ ๊ฐœ์„ ์‚ฌํ•ญ

- ์ธ๊ฐ„์˜ ํ”ผ๋ถ€, ์น˜์•„, ๋ˆˆ์ด ๋” ์ข‹์•„์ง

- ๋” ๋งŽ์€ ์„ธ๋ถ€ ๋ฌ˜์‚ฌ

์•„์ง ์ž‘์—… ์ค‘์ธ ๊ฐœ์„ ์‚ฌํ•ญ

- ๋ณ€ํ˜•๋œ ์–ผ๊ตด / ์œ„์น˜๊ฐ€ ๋งž์ง€ ์•Š๋Š” ๋ˆˆ

- ๋ฉ€๋ฆฌ์„œ ๋ณธ ์–ผ๊ตด

- ๊ธฐํƒ€

์—…๋ฐ์ดํŠธ v0.3:

v0.1์˜ ์ผ๋ถ€ ๋ฌธ์ œ๋ฅผ ์ˆ˜์ •ํ•˜๊ธฐ ์œ„ํ•œ ์ž‘์€ ์—…๋ฐ์ดํŠธ์ž…๋‹ˆ๋‹ค.

๋ชจ๋“  ์ฃผ์ œ๊ฐ€ ๋ณ€๊ฒฝ๋˜์ง€๋Š” ์•Š์ง€๋งŒ ์ผ๋ถ€๋Š” ๊ฐœ์„ ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

์•ฝ 1000์žฅ์˜ ์‚ฌ์ง„ ์ค‘์—์„œ v0.3์ด ๋” ๋‚˜์˜๊ฑฐ๋‚˜ ๊ฐ™์•˜๋˜ ์‚ฌ์ง„์ด ์—†์œผ๋ฏ€๋กœ ์—…๊ทธ๋ ˆ์ด๋“œ๋Š” ํ™•์‹คํžˆ ๊ฐ€์น˜๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.

๋‹ค์Œ๊ณผ ๊ฐ™์€ ๊ฐœ์„ ์‚ฌํ•ญ์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค:

  • ์กฐ๊ธˆ ๋” ์„ ๋ช…ํ•ด์ง

  • ๋” ํ˜„์‹ค์ ์ž„

  • ์กฐ๊ธˆ ๋” ์ฐฝ์˜์ ์ž„

  • ์ „์‹  ์‚ฌ์ง„์—์„œ ๋” ๋‚˜์€ ์†๊ณผ ์–ผ๊ตด์„ ์–ป์„ ์ˆ˜ ์žˆ๋Š” ๊ฐ€๋Šฅ์„ฑ์ด ์กฐ๊ธˆ ๋” ๋Š˜์–ด๋‚จ

________________________________________________________________________________

๋‹ค์Œ ๋ชจ๋ธ๋“ค์˜ ๋ณ‘ํ•ฉ์ž…๋‹ˆ๋‹ค:

Boltning

JuggernautXL

WILDCARD Lightning

๊ถŒ์žฅ ์„ค์ •:

์ƒ˜ํ”Œ๋ง ๋ฐฉ๋ฒ•: DDPM (์ œ๊ฐ€ ๊ฐ€์žฅ ์ข‹์•„ํ•˜๋Š” ๋ฐฉ๋ฒ•), Euler, DPM ++ 3M SDE

์ƒ˜ํ”Œ๋ง ์Šคํ…: 10 (๋” ๋งŽ์ด ํ•ด๋„ ๊ฑฐ์˜ ์ฐจ์ด๊ฐ€ ์—†์Šต๋‹ˆ๋‹ค.)

CFG ์Šค์ผ€์ผ: 1-4 (๋‚ฎ์„์ˆ˜๋ก ๋” ํ˜„์‹ค์ ์ด๋ฉฐ, ์ €๋Š” 1-1.8์„ ์„ ํ˜ธํ•ฉ๋‹ˆ๋‹ค)

์—…์Šค์ผ€์ผ๋Ÿฌ: SwinIR _4x (ํ‰์ƒ ๊ฐ€์žฅ ์ข‹์•„ํ•˜๋Š” ์—…์Šค์ผ€์ผ๋Ÿฌ์ž…๋‹ˆ๋‹ค)

(๊ณ ํ•ด์ƒ๋„ ์Šคํ…: 15; ๋””๋…ธ์ด์ฆˆ: 0.28, 1.5 - 4๋ฐฐ ์—…์Šค์ผ€์ผ(์‚ฌ์šฉํ•˜๋Š” GPU์— ๋”ฐ๋ผ ๋‹ค๋ฆ„))

๐Ÿ“Œ sdxl_vae๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”.

๋ชจ๋“  ์ด๋ฏธ์ง€๋Š” SD Forge์—์„œ Nvidia RTX 4090์œผ๋กœ ์ƒ์„ฑ๋˜์—ˆ์Šต๋‹ˆ๋‹ค.

๋‹ค๋ฅธ ์„ค์ •๋„ ํ…Œ์ŠคํŠธํ•ด ๋ณด์‹œ๊ณ  ์ปค๋ฎค๋‹ˆํ‹ฐ์™€ ๊ณต์œ ํ•ด ์ฃผ์„ธ์š”. ๊ทธ๋Ÿฌ๋ฉด ์ œ๊ฐ€ ์„ค์ •์— ๋Œ€ํ•ด ๋ฐฐ์šฐ๊ณ  ์ตœ์ ํ™”ํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

๊ถŒ์žฅ Lora:

๊ฐ€์ค‘์น˜๋ฅผ ๋‹ค์–‘ํ•˜๊ฒŒ ์‹คํ—˜ํ•ด ๋ณด์„ธ์š”. ์ด ๋ชจ๋ธ์—์„œ Lora๋Š” ์ •๋ง ํฐ ๋ณ€ํ™”๋ฅผ ๊ฐ€์ ธ์˜ต๋‹ˆ๋‹ค!

ํ…Œ์ŠคํŠธ

์•„๋ž˜์—์„œ ์ œ ํ…Œ์ŠคํŠธ๋ฅผ ์ฐพ๊ณ  ๋‹ค์šด๋กœ๋“œํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค:


์ด ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•ด ์ฃผ์…”์„œ ์ •๋ง ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. ๋ฉ‹์ง„ ๊ฒฐ๊ณผ๋ฅผ ์–ป๊ณ  ํ›Œ๋ฅญํ•œ ์ž‘ํ’ˆ์„ ๋งŒ๋“ค์–ด ๋‚ด์‹œ๊ธธ ๋ฐ”๋ž๋‹ˆ๋‹ค โ™ฅ

์ด์ „
RealVisXL V5.0 - V5.0 (BakedVAE)
๋‹ค์Œ
NightDust - V1

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

Checkpoint

๊ธฐ๋ณธ ๋ชจ๋ธ

SDXL Lightning

๋ชจ๋ธ ๋ฒ„์ „

v0.3

๋ชจ๋ธ ํ•ด์‹œ

bb92aba905

์ œ์ž‘์ž

ํ† ๋ก 

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

ForRealXL ๐Ÿ“ท V1.0 - v0.3 ์ œ์ž‘ ์ด๋ฏธ์ง€

์• ๋‹ˆ๋ฉ” ์ด๋ฏธ์ง€

์˜ˆ์ˆ  ์ด๋ฏธ์ง€

๊ธฐ๋ณธ ๋ชจ๋ธ ์ด๋ฏธ์ง€

๋ฐˆ ์ด๋ฏธ์ง€

์ด์ƒํ•œ ์ด๋ฏธ์ง€