์ฃผ๋ณ€ ์–ด๋‘ ๊ณผ ๋Œ€๋น„๋˜๋Š” ๊ทน์ ์ธ ๊ณ ๋Œ€๋น„ ์กฐ๋ช…์ด ์—ฌ์„ฑ์˜ ๋ชจ์Šต์„ ๊ฐ•์กฐํ•˜๋Š” ์–ด๋‘์šด ์ง€ํ•˜ ํ†ต๋กœ์—์„œ ๊ณ„๋‹จ์„ ์˜ค๋ฅด๋Š” ์—ฌ์„ฑ์˜ ์‹ค๋ฃจ์—ฃ.
์ค‘๋ฆฝ ํ†ค ์˜์ƒ์„ ์ž…์€ ๋‘ ์‚ฌ๋žŒ์ด ๋…น์ƒ‰ ์ž์—ฐ ๋ฐฐ๊ฒฝ์˜ ์˜คํ† ๋ฐ”์ด์— ์•‰์•„ ์บ์ฃผ์–ผ ์Šคํƒ€์ผ๊ณผ ํŽธ์•ˆํ•œ ๋ถ„์œ„๊ธฐ๋ฅผ ์—ฐ์ถœํ•ฉ๋‹ˆ๋‹ค.

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

samplers

Euler Beta, Euler

steps

4 - 25

cfg

1 - 5

vae

VAE - 1.0b

๋ฒ„์ „ ํ•˜์ด๋ผ์ดํŠธ

์ด ๋ชจ๋ธ ๋ฒ„์ „์€ ๋ถˆ์•ˆ์ •ํ•ฉ๋‹ˆ๋‹ค.

ํฌ๋ฆฌ์—์ดํ„ฐ ์Šคํฐ์„œ

Mage์—์„œ ๋‚ด ๋…์  ๋ชจ๋ธ์„ ํ™•์ธํ•˜์„ธ์š”: ParagonXL / NovaXL / NovaXL Lightning / NovaXL V2 / NovaXL Pony / NovaXL Pony Lightning / RealDreamXL / RealDreamXL Lightning

์ง์ ‘ ํ›„์›์€ Boosty์—์„œ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค.

RealFlux Hugging Face ์ „์ฒด ์ปฌ๋ ‰์…˜

Mage์—์„œ ๋‚ด ๋…์  ๋ชจ๋ธ์„ ํ™•์ธํ•˜์„ธ์š”: ParagonXL / NovaXL / NovaXL Lightning / NovaXL V2 / NovaXL Pony / NovaXL Pony Lightning / RealDreamXL / RealDreamXL Lightning

์ง์ ‘ ํ›„์›์€ Boosty์—์„œ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค.

RealFlux Hugging Face ์ „์ฒด ์ปฌ๋ ‰์…˜

๋ชจ๋ธ ์‚ฌ์šฉ๋ฒ•

Compact ๋ฒ„์ „ Compact ๋ฒ„์ „์—๋Š” ์ด๋ฏธ VAE, Clip-L, T5XXL์ด ํฌํ•จ๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค.

  • ComfyUI์šฉ: ๋ชจ๋ธ์„ ๋‹ค์Œ ๊ฒฝ๋กœ์— ๋„ฃ์œผ์„ธ์š”: ComfyUI_windows_portable\ComfyUI\models\checkpoints

  • Forge์šฉ: ๋ชจ๋ธ์„ ๋‹ค์Œ ๊ฒฝ๋กœ์— ๋„ฃ์œผ์„ธ์š”: webui_forge_cu121_torch231\webui\models\Stable-diffusion

Transformer ๋ฒ„์ „ (UNet) Transformer ๋ฒ„์ „์€ Flux VAE, Clip-L, ๊ทธ๋ฆฌ๊ณ  T5XXL๊ฐ€ ํ•„์š”ํ•ฉ๋‹ˆ๋‹ค.

  • ComfyUI์šฉ:

    • VAE๋ฅผ ๋‹ค์Œ ๊ฒฝ๋กœ์— ๋„ฃ์œผ์„ธ์š”: ComfyUI_windows_portable\ComfyUI\models\vae

    • Clip-L๊ณผ T5XXL์„ ๋‹ค์Œ ๊ฒฝ๋กœ์— ๋„ฃ์œผ์„ธ์š”: ComfyUI_windows_portable\ComfyUI\models\clip

    • Transformer(UNet)๋ฅผ ๋‹ค์Œ ๊ฒฝ๋กœ์— ๋„ฃ์œผ์„ธ์š”: ComfyUI_windows_portable\ComfyUI\models\unet

๊ทธ๋Ÿฐ ๋‹ค์Œ ์ด๋ฏธ์ง€๋ฅผ ComfyUI ์ž‘์—… ๊ณต๊ฐ„์œผ๋กœ ์˜ฎ๊ธฐ๋ฉด ๊ธฐ๋ณธ ์ž‘์—… ํ๋ฆ„์„ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

Dev ์ตœ์  ์ƒ์„ฑ ์„ค์ •

  • ์ƒ˜ํ”Œ๋ง ๋ฐฉ๋ฒ• ๋ฐ ์Šค์ผ€์ค„ ํƒ€์ž…: Euler Beta

  • ์ƒ˜ํ”Œ๋ง ์Šคํ…: 25+

  • ์ •์ œ๋œ CFG ์Šค์ผ€์ผ: 3.5+

  • CFG ์Šค์ผ€์ผ: 1.0

Schnell ์ตœ์  ์ƒ์„ฑ ์„ค์ •

  • ์ƒ˜ํ”Œ๋ง ๋ฐฉ๋ฒ• ๋ฐ ์Šค์ผ€์ค„ ํƒ€์ž…: Euler Beta

  • ์ƒ˜ํ”Œ๋ง ์Šคํ…: 4-6

  • ์ •์ œ๋œ CFG ์Šค์ผ€์ผ: 3.5

  • CFG ์Šค์ผ€์ผ: 1.0

RealFlux 1.0b Dev ์ œํ•œ์ 

  • ์ด ๋ชจ๋ธ ๋ฒ„์ „์€ ๋‹ค์–‘ํ•œ ์Šคํƒ€์ผ์ด ์—†์œผ๋ฉฐ ํ˜„์‹ค์ฃผ์˜๋ฅผ ๋ชฉ์ ์œผ๋กœ ํ•ฉ๋‹ˆ๋‹ค.

  • ํ˜„์žฌ NSFW ์ฝ˜ํ…์ธ  ์ƒ์„ฑ ์‹œ ํ•ด๋ถ€ํ•™์  ๋ฌธ์ œ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.

  • ํ•ด๋ถ€ํ•™ ๋ฐ ํ…์ŠคํŠธ ๋ฌธ์ œ๋„ ์žˆ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

RealFlux 1.0b Schnell ์ œํ•œ์ 

  • NSFW ์ฝ˜ํ…์ธ ๋ฅผ ์ƒ์„ฑํ•  ์ˆ˜ ์—†์Šต๋‹ˆ๋‹ค.

  • ์ด ๋ชจ๋ธ์€ Flux Schnell์„ ๊ธฐ๋ฐ˜์œผ๋กœ ํ•˜๊ธฐ์— ํ•ด๋ถ€ํ•™์  ๋ฌธ์ œ ๊ฐ€๋Šฅ์„ฑ์ด ์žˆ์Šต๋‹ˆ๋‹ค.

  • ์• ๋‹ˆ๋ฉ” ์Šคํƒ€์ผ ์ด๋ฏธ์ง€ ์ƒ์„ฑ์— ๋ฌธ์ œ๊ฐ€ ์žˆ์„ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์ด์ „
๋ฏธ๋‹ˆ๋ฉ€๋ฆฌ์ŠคํŠธ ๋ผ์ธ ์•„ํŠธ (SDXL, Pony) - Flux
๋‹ค์Œ
๊ณ ์Šค / ์ด๋ชจ ๊ฑธ ๋กœ๋ผ [FLUX / SDXL] - FLUX

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

Checkpoint

๊ธฐ๋ณธ ๋ชจ๋ธ

Flux.1 D

๋ชจ๋ธ ๋ฒ„์ „

1.0b_Transformer_Dev

๋ชจ๋ธ ํ•ด์‹œ

ddd8bbb7db

์ œ์ž‘์ž

ํ† ๋ก 

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

RealFlux 1.0b - 1.0b_Transformer_Dev ์ œ์ž‘ ์ด๋ฏธ์ง€

๊ธฐ๋ณธ ๋ชจ๋ธ ์ด๋ฏธ์ง€

man ์ด๋ฏธ์ง€

๋ฆฌ์–ผ๋ฆฌ์Šคํ‹ฑ ์ด๋ฏธ์ง€

sfw ์ด๋ฏธ์ง€

์—ฌ์„ฑ ์ด๋ฏธ์ง€