Stable Diffusion์„ ์‚ฌ์šฉํ•˜์—ฌ ์ƒ์„ฑ๋œ ์†์œผ๋กœ ํ•˜ํŠธ ์ œ์Šค์ฒ˜๋ฅผ ์ทจํ•˜๋Š” ๊ธด ๋จธ๋ฆฌ์˜ ๋ฏธ์†Œ ์ง“๋Š” ์—ฌ์„ฑ AI ์ด๋ฏธ์ง€. ๊ทธ๋…€๋Š” ํŒŒ๋ž€ ์…”์ธ ๋ฅผ ์ž…๊ณ  ๋ฌด์„ฑํ•œ ๋…น์ƒ‰ ์‹๋ฌผ ์•ž์— ์„œ ์žˆ์Šต๋‹ˆ๋‹ค.
๋ฒ ์ด์ง€์ƒ‰ ์ œ๋ณต์„ ์ž…๊ณ  ์•‰์•„ ์—„์ง€์†๊ฐ€๋ฝ์„ ์น˜์ผœ์„ธ์šฐ๋ฉฐ ๋ฏธ์†Œ ์ง“๋Š” ๊ฒฝ์ฐฐ๊ด€. Stable Diffusion์„ ์‚ฌ์šฉํ•˜์—ฌ AI๊ฐ€ ์ƒ์„ฑํ•œ ์ด๋ฏธ์ง€.
๋ฒ ์ด์ง€์ƒ‰ ์ œ๋ณต์„ ์ž…๊ณ  ๊ฐ€์Šด์„ ๊ฐ€๋ฆฌํ‚ค๋ฉฐ ์›ƒ๊ณ  ์žˆ๋Š” ์นœ๊ทผํ•œ ๊ฒฝ์ฐฐ๊ด€. Stable Diffusion์„ ์‚ฌ์šฉํ•ด AI๋กœ ์ƒ์„ฑ๋œ ์ด๋ฏธ์ง€.
๋น›๋‚˜๋Š” ๊ธˆ์† ๊ฐ‘์˜ท๊ณผ ๊ฒ€์€ ๋งํ† ๋ฅผ ์ž…๊ณ  ๊ฒ€์„ ๋“  ํŒํƒ€์ง€ ์ „์‚ฌ ์—ฌ์„ฑ. ์ด ์ด๋ฏธ์ง€๋Š” stable diffusion์„ ์‚ฌ์šฉํ•ด AI๊ฐ€ ์ƒ์„ฑํ•œ ์ด๋ฏธ์ง€์ž…๋‹ˆ๋‹ค.
๋นจ๊ฐ„ ์ฐจ๋ฅผ ๋ฐฐ๊ฒฝ์œผ๋กœ ๋น„ ์˜ค๋Š” ๋‚  ๋ฐ”๊นฅ์— ์„œ ์žˆ๋Š” ๋…ธ๋ž€ ์šฐ๋น„๋ฅผ ์ž…์€ ์Šคํƒ€์ผ๋ฆฌ์‹œํ•œ ์—ฌ์„ฑ. Stable Diffusion์„ ์‚ฌ์šฉํ•œ AI ์ƒ์„ฑ ์ด๋ฏธ์ง€.
๊ตฌ๋ฆ„ ๋‚€ ํ•˜๋Š˜๊ณผ ํƒ ํŠธ์ธ ๋“คํŒ์„ ๋ฐฐ๊ฒฝ์œผ๋กœ ํ๋ฅด๋Š” ๋จธ๋ฆฌ์นด๋ฝ๊ณผ ์–ด๋‘์šด ๋ณต์žฅ์„ ์ž…๊ณ  ํฐ ์žฅ์‹ ๊ฒ€์„ ๋“ค๊ณ  ์žˆ๋Š” ์—ฌ์„ฑ ์ „์‚ฌ์˜ Stable Diffusion์„ ์ด์šฉํ•œ AI ์ƒ์„ฑ ์ด๋ฏธ์ง€.
Stable Diffusion์„ ์‚ฌ์šฉํ•œ AI ์ƒ์„ฑ๋ฌผ๋กœ, ์–ด๋‘์šด ๊ณฑ์Šฌ๋จธ๋ฆฌ์™€ ๊ฝƒ๋ฌด๋Šฌ ๋“œ๋ ˆ์Šค๋ฅผ ์ž…์€ ์›ƒ๊ณ  ์žˆ๋Š” ๋…น์ƒ‰ ํ”ผ๋ถ€์˜ ์—ฌ์„ฑ.
Stable Diffusion์„ ์‚ฌ์šฉํ•ด AI๊ฐ€ ์ƒ์„ฑํ•œ ๋…น์ƒ‰ ํ”ผ๋ถ€์˜ ์—ฌ์„ฑ์ด ์†Œ๋ฆฌ ์ง€๋ฅด๋Š” ํด๋กœ์ฆˆ์—… ์ด๋ฏธ์ง€.

์ถ”์ฒœ ํ”„๋กฌํ”„ํŠธ

score_9,score_8_up,score_7_up,BREAK

cinematic film still cinematic photo breathtaking score_9,score_8_up,score_7_up,BREAK,8k,masterpiece,high quality,long hair,necklace,hoop earrings,thigh strap,shirt and jeans,skin pores,laying in a confy chair,garden,detailed skin,depth of field,highly detailed,highly detailed . 35mm photograph,professional,film,film grain,4k,highly detailed . shallow depth of field,bokeh,vignette,high budget Hollywood movie,cinemascope,moody,epic,gorgeous,grainy

์ถ”์ฒœ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ

score_4,score_5,score_6

score_1,score_2,score_3,distorted,grainy,drawing,noisy,blurry,sketch,text,impressionist,deformed,painting,soft,ugly,crayon,graphite,anime,cartoon,graphic,abstract,glitch,mutated,disfigured

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

samplers

DPM++ SDE Karras

steps

5

cfg

2.5

clip skip

2

resolution

768x1280

vae

sdxl_vae.safetensors

other models

CinematicStyle_v1 (f320675f07), PonyRealism_v2.1_Lightning_4_Step_VAE.fp16 (8fdd733393)

ํŒ

woman/man ๋Œ€์‹  female/male ์‚ฌ์šฉ์„ ๊ถŒ์žฅํ•ฉ๋‹ˆ๋‹ค.

๊ถŒ์žฅ ๋ชฉ๋ก์— ์—†๋Š” ์ƒ˜ํ”Œ๋Ÿฌ๋Š” ์ž‘๋™ํ•˜์ง€ ์•Š๊ฑฐ๋‚˜ CFG ๋˜๋Š” ์Šคํ… ์กฐ์ •์ด ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.

์žฅ๊ฑฐ๋ฆฌ์—์„œ๋Š” ADETAILER ์‚ฌ์šฉ์„ ๊ถŒ์žฅํ•ฉ๋‹ˆ๋‹ค.

๋ฒ„์ „ ํ•˜์ด๋ผ์ดํŠธ

๐Ÿšจ ์ด ๋ฒ„์ „์€ 4 ์Šคํ… ๋ผ์ดํŠธ๋‹ ๋ฒ„์ „์ž…๋‹ˆ๋‹ค.

โ„น๏ธ ์ด ๋ชจ๋ธ์€ ์ตœ์‹  A1111/Forge webui์—์„œ๋งŒ ์ž‘๋™ํ•ฉ๋‹ˆ๋‹ค.

โ—ํ•„์ˆ˜ ์„ค์ •:
ยท ์ƒ˜ํ”Œ๋Ÿฌ:

  • Euler A

  • DPM++ 2S a

  • DPM++ SDE

  • DPM++ 2S a Karras

ยท ์Šคํ…: 5

ยท CFG: 1-3 CFG๋ฅผ ๋†’์ด๋ฉด ์ด๋ฏธ์ง€๊ฐ€ ๊ณผ๋„ํ•˜๊ฒŒ ๋…ธ์ถœ๋ฉ๋‹ˆ๋‹ค.

ํฌ๋ฆฌ์—์ดํ„ฐ ์Šคํฐ์„œ

๐Ÿ‹๏ธโ€โ™€๏ธ ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•œ LoRa ํ›ˆ๋ จ์— ๊ด€ํ•œ ๋‚ด์šฉ์€ ์—ฌ๊ธฐ

๐ŸŒ Main & SiteGen | โšก๏ธ Ligthning/Hyper | ๐ŸŒ€ ๋Œ€์ฒด ๋ฒ„์ „ | ๐Ÿ–Œ ์ธํŽ˜์ธํŠธ | ๐Ÿ“ฆ ๊ตฌ๋ฒ„์ „

๐Ÿ—ƒ ๋ชจ๋ธ ๋ฒ„์ „

  • v2.2: (์ตœ์‹ ) โœจ

    • ๋ฉ”์ธ ๋ฒ„์ „: "์ด ๋ฒ„์ „์— ๋Œ€ํ•˜์—ฌ"์—์„œ ์–ธ๊ธ‰๋œ ๊ฐœ์„  ๊ธฐ๋Šฅ์ด ํฌํ•จ๋œ ์ตœ์‹  ๋ฒ„์ „์ž…๋‹ˆ๋‹ค.

    • 4 ์Šคํ… ํ•˜์ดํผ ๋ฒ„์ „: ์ž์„ธํ•œ ๋‚ด์šฉ์€ ํ•ด๋‹น ๋ฒ„์ „์˜ "์ด ๋ฒ„์ „์— ๋Œ€ํ•˜์—ฌ" ์„น์…˜์„ ์ฐธ์กฐํ•˜์„ธ์š”.

    • 8 ์Šคํ… ํ•˜์ดํผ ๋ฒ„์ „: ์ž์„ธํ•œ ๋‚ด์šฉ์€ ํ•ด๋‹น ๋ฒ„์ „์˜ "์ด ๋ฒ„์ „์— ๋Œ€ํ•˜์—ฌ" ์„น์…˜์„ ์ฐธ์กฐํ•˜์„ธ์š”.

  • v2.1:

    • ๋ฉ”์ธ ๋ฒ„์ „: ๊ฐ€์žฅ ๋†’์€ ๋””ํ…Œ์ผ์„ ์ œ๊ณตํ•˜๋‚˜ ์ผ๋ถ€ ์ƒ˜ํ”Œ๋Ÿฌ์™€์˜ ํ˜ธํ™˜์„ฑ์€ ์ œํ•œ์ ์ž…๋‹ˆ๋‹ค.

    • ๋Œ€์ฒด ๋ฒ„์ „: ๋Œ€๋ถ€๋ถ„ ์ƒ˜ํ”Œ๋Ÿฌ์™€ ํ˜ธํ™˜๋˜์ง€๋งŒ ๋””ํ…Œ์ผ์ด ๊ฐ์†Œํ•ฉ๋‹ˆ๋‹ค.

    • ์ธํŽ˜์ธํŠธ ๋ฒ„์ „: ์ž์„ธํ•œ ๋‚ด์šฉ์€ ํ•ด๋‹น ๋ฒ„์ „์˜ "์ด ๋ฒ„์ „์— ๋Œ€ํ•˜์—ฌ" ์„น์…˜์„ ์ฐธ์กฐํ•˜์„ธ์š”.

    • 4 ์Šคํ… ๋ผ์ดํŠธ๋‹ ๋ฒ„์ „: ์ž์„ธํ•œ ๋‚ด์šฉ์€ ํ•ด๋‹น ๋ฒ„์ „์˜ "์ด ๋ฒ„์ „์— ๋Œ€ํ•˜์—ฌ" ์„น์…˜์„ ์ฐธ์กฐํ•˜์„ธ์š”.

    • 8 ์Šคํ… ๋ผ์ดํŠธ๋‹ ๋ฒ„์ „: ์ž์„ธํ•œ ๋‚ด์šฉ์€ ํ•ด๋‹น ๋ฒ„์ „์˜ "์ด ๋ฒ„์ „์— ๋Œ€ํ•˜์—ฌ" ์„น์…˜์„ ์ฐธ์กฐํ•˜์„ธ์š”.

  • v1.1: (๊ตฌ๋ฒ„์ „)

๐Ÿ’ก ํŒ๊ณผ ์ƒ์„ฑ ๋…ธํ•˜์šฐ

์•„๋ž˜ ๊ธ€์„ ์ž‘์„ฑํ•˜์—ฌ ์šฐ์ˆ˜ํ•œ ์ƒ์„ฑ ๊ฒฐ๊ณผ๋ฅผ ์–ป๊ธฐ ์œ„ํ•œ ์œ ์šฉํ•œ ์ž๋ฃŒ์™€ ์„ค๋ช…์„ ์ œ๊ณตํ•˜๊ณ  ์žˆ์Šต๋‹ˆ๋‹ค. ์ž์„ธํ•œ ์ธ์‚ฌ์ดํŠธ์™€ ๊ถŒ์žฅ ์‚ฌํ•ญ์„ ํ™•์ธํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์ƒ˜ํ”Œ๋Ÿฌ:

  • ๊ถŒ์žฅ:

    • DPM++ 2M SDE Karras

    • DPM++ 2S a Karras

    • DPM++ SDE Karras

    • DPM++ 2M SDE Exponential

    • DPM2 a

    • DPM++ 2S a

    • DPM++ 3M *

    • Euler A

์„ค์ •:

  • ์Šคํ…: >=30

  • CFG: 6-7

  • Clip Skip: 2

  • ํ•ด์ƒ๋„: >1024

  • ์šฉ์–ด: "woman/man" ๋Œ€์‹  "female/male" ์‚ฌ์šฉ์„ ๊ถŒ์žฅํ•ฉ๋‹ˆ๋‹ค.

์ถ”๊ฐ€ ์ •๋ณด:

  • Danbooru ํƒœ๊ทธ๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”.

  • ํ”„๋กฌํ”„ํŠธ ๊ฐ€์ค‘์น˜๋ฅผ 1.5 ์ด์ƒ ์ดˆ๊ณผํ•˜์ง€ ๋งˆ์„ธ์š”.

  • ํ”„๋กฌํ”„ํŠธ ์Šคํƒ€์ผ:

    • ๊ธ์ •์ : score_9, score_8_up, score_7_up, BREAK

    • ๋ถ€์ •์ : score_4, score_5, score_6

์ƒ˜ํ”Œ๋Ÿฌ:

๐Ÿšซ์‚ฌ์šฉ ๊ธˆ์ง€ DPM++ 2M Karras

  • ๊ถŒ์žฅ:

    • Euler a

    • DPM2 a (์ตœ๊ณ  ๋””ํ…Œ์ผ)

๐Ÿ‹๏ธโ€โ™€๏ธ LoRa ํ›ˆ๋ จ

  • ํŒ๊ณผ ์ œ ํ›ˆ๋ จ ํ”„๋ฆฌ์…‹์€ ๋‹ค์Œ ๊ธ€์„ ์ฐธ๊ณ ํ•˜์„ธ์š”.

๐ŸŒž ์ตœ์ข… ์˜๊ฒฌ

  • ํ˜„์žฌ ๊ฒฐ๊ณผ์— ๋งŒ์กฑํ•˜์—ฌ ์ด๊ฒƒ์ด ๋‹น๋ถ„๊ฐ„ ์ด ๋ชจ๋ธ์˜ ๋งˆ์ง€๋ง‰ ๋ฒ„์ „์ผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

  • ๋ชจ๋ธ์„ ๋‹ค์šด๋กœ๋“œ ๋ฐ ์‚ฌ์šฉํ•ด ์ฃผ์…”์„œ ๊ฐ์‚ฌํ•ฉ๋‹ˆ๋‹ค. ์ฆ๊ฒ๊ฒŒ ์‚ฌ์šฉํ•˜์‹œ๊ธธ ๋ฐ”๋ž๋‹ˆ๋‹ค!

โšก๏ธ ์ตœ๊ณ ์˜ ์ด๋ฏธ์ง€ ๋ฒ„์ฆˆ โšก๏ธ

์ด์ „
Pony Realism - v21 Alternative VAE
๋‹ค์Œ
Tponynai3 - v55

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

Checkpoint

๊ธฐ๋ณธ ๋ชจ๋ธ

Pony

๋ชจ๋ธ ๋ฒ„์ „

v2.1 Lightning 4S + VAE

๋ชจ๋ธ ํ•ด์‹œ

9d82192162

์ œ์ž‘์ž

ํ† ๋ก 

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

Pony Realism - v21 Lightning 4S VAE ์ œ์ž‘ ์ด๋ฏธ์ง€

ํฌํ† ๋ฆฌ์–ผ๋ฆฌ์Šคํ‹ฑ ์ด๋ฏธ์ง€

ํฌ๋ฅด๋…ธ ์ด๋ฏธ์ง€

๋ฆฌ์–ผ๋ฆฌ์ฆ˜ ์ด๋ฏธ์ง€