๋ณด๋ž๋น›๊ณผ ํ‘ธ๋ฅธ๋น›์ด ์–ด์šฐ๋Ÿฌ์ง„ ํ•˜๋Š˜์„ ๋ฐฐ๊ฒฝ์œผ๋กœ ๋น›๋‚˜๋Š” ํ›„๊ด‘๊ณผ ํ•จ๊ป˜ ์ ํ”„ํ•˜๋Š” ๊ธฐ๋ฐœํ•œ ์ƒ๋ช…์ฒด ์‹ค๋ฃจ์—ฃ, ์˜ํ™” ๊ฐ™์€ ์ƒ‰์ƒ ๋ณด์ •์ด ๋œ ๊ฝƒ๋ฐญ ์œ„.
ํ•˜์–€์ƒ‰, ๋ถ„ํ™์ƒ‰, ํŒŒ๋ž€์ƒ‰ ์žฅ๋ฏธ๋กœ ๋œ ๊ฝƒ ์™•๊ด€์„ ์“ฐ๊ณ  ๊ฝƒ๋ฌด๋Šฌ ๋“œ๋ ˆ์Šค๋ฅผ ์ž…์€ ์ค‘๋…„ ์—ฌ์„ฑ์˜ ์ดˆ์ƒํ™”, ๋นˆํ‹ฐ์ง€ ์Šคํƒ€์ผ ์•„๋‚ ๋กœ๊ทธ ์‚ฌ์ง„ ํšจ๊ณผ๋กœ ๋”ฐ๋œปํ•˜๊ฒŒ ๋ฏธ์†Œ ์ง“๋Š” ๋ชจ์Šต

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

samplers

Euler / Beta, Euler / Normal, Euler / Simple, Euler

steps

8

cfg

1

resolution

1024x1024, 1152x896, 1344x768, 1280x1280, 1440x1120, 1680x960, 1920x800, 1408x1408, 1664x1216, 1920x1088

ํŒ

'g'๊ฐ€ ํฌํ•จ๋œ ๋ฒ„์ „์€ ํ…์ŠคํŠธ/ํ”„๋กฌํ”„ํŠธ ๊ฐ€์ด๋“œ ๋ ˆ์ด์–ด๊ฐ€ ์žˆ์œผ๋‹ˆ, ์ตœ๊ณ ์˜ ์ด๋ฏธ์ง€๋ฅผ ์œ„ํ•ด 1์—์„œ 2.5 ์‚ฌ์ด์˜ ํ”„๋กฌํ”„ํŠธ ๊ฐ€์ด๋“œ๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”.

ํ”ผ๋ถ€์— flux ๊ด‘ํƒ์ด๋‚˜ 'flux ํ„ฑ'์ด ๋‚˜ํƒ€๋‚˜๋ฉด, ๋‹ค์‹œ ์ƒ์„ฑํ•ด ๋ณด์„ธ์š”. ๋Œ€๋ถ€๋ถ„ ์‚ฌ๋ผ์ง‘๋‹ˆ๋‹ค.

ComfyUI์—์„œ NF4๋ฅผ ์‚ฌ์šฉํ•  ๊ฒฝ์šฐ, bitsandbytes ๋ฒ„์ „ >0.43.3๊ฐ€ ์„ค์น˜๋œ ์ƒํƒœ์—์„œ DenkingOfficial/ComfyUI_UNet_bitsandbytes_NF4 ๋…ธ๋“œ๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”.

๋ฒ„์ „ ํ•˜์ด๋ผ์ดํŠธ

๋””ํ…Œ์ผ๊ณผ ์‚ฌ์ง„ ์ดํ•ด๋„ ํ–ฅ์ƒ.

ํฌ๋ฆฌ์—์ดํ„ฐ ์Šคํฐ์„œ

๊ณต์ง€: ComfyUI ๋‚ด NF4 - ์ด ๋…ธ๋“œ๋ฅผ ๊ฐ•๋ ฅํžˆ ์ถ”์ฒœํ•ฉ๋‹ˆ๋‹ค: DenkingOfficial/ComfyUI_UNet_bitsandbytes_NF4
bitsandbytes ๋ฒ„์ „ >0.43.3๋ฅผ pip๋กœ ์„ค์น˜ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค pip install bitsandbytes==0.45.2

schnellMODE์™€ flux.1 dev๊ฐ€ ํ•ฉ์ณ์ง„ ํ˜„์‹ค์ ์ธ ๋ฒ ์ด์Šค ๋ชจ๋ธ ๋ธ”๋ก์ž…๋‹ˆ๋‹ค.

๋งค๊ฐœ๋ณ€์ˆ˜

๋ชจ๋“  ๋ชจ๋ธ์— ์ ์šฉ - Euler / Beta, Euler / Normal ๋˜๋Š” Euler / Simple๊ณผ 8๋‹จ๊ณ„๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”.
๊ถŒ์žฅ ํ•ด์ƒ๋„: 1Mpix ๋˜๋Š” 1.5Mpix, 2Mpix๋„ ์‹œ๋„ํ•ด ๋ณด์„ธ์š”. ๊ฒฐ๊ณผ๋Š” ๋‹ค๋ฅผ ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

'g'๊ฐ€ ํฌํ•จ๋œ ๋ฒ„์ „์€ ํ…์ŠคํŠธ/ํ”„๋กฌํ”„ํŠธ ๊ฐ€์ด๋“œ ๋ ˆ์ด์–ด๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค. ์ตœ๊ณ ์˜ ์ด๋ฏธ์ง€๋ฅผ ์œ„ํ•ด 1์—์„œ 2.5 ์‚ฌ์ด์˜ ํ”„๋กฌํ”„ํŠธ ๊ฐ€์ด๋“œ๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”.

๋…ธํŠธ

์ฐธ๊ณ : ๋•Œ๋•Œ๋กœ flux ๋ฒ ์ด์Šค ๋ชจ๋ธ์ด ํ”ผ๋ถ€์— flux ๊ด‘ํƒ๊ณผ "flux ํ„ฑ"์„ ๋งŒ๋“ค์–ด ๋‚ผ ์ˆ˜ ์žˆ์œผ๋ฉฐ, ๋Œ€๋ถ€๋ถ„ ๋‹ค์‹œ ์‹œ๋„ํ•˜๋ฉด ์‚ฌ๋ผ์ง‘๋‹ˆ๋‹ค.

์ด ๋ชจ๋ธ์€ schnell ๊ธฐ๋ฐ˜์ด ์•„๋‹ˆ๋ฉฐ full flex dev ๋ผ์ด์„ ์Šค ์กฐ๊ฑด์ด ์ ์šฉ๋ฉ๋‹ˆ๋‹ค.

๊ณต์ง€: ComfyUI ๋‚ด NF4 - ์ด ๋…ธ๋“œ๋ฅผ ๊ฐ•๋ ฅํžˆ ์ถ”์ฒœํ•ฉ๋‹ˆ๋‹ค: DenkingOfficial/ComfyUI_UNet_bitsandbytes_NF4
bitsandbytes ๋ฒ„์ „ >0.43.3๋ฅผ pip๋กœ ์„ค์น˜ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค pip install bitsandbytes==0.45.2

๋ฒ„์ „ ์ •๋ณด

v4.0g - ๋ฒ„์ „ ๋ฒˆํ˜ธ ์ฒด๊ณ„๋ฅผ ์žŠ์—ˆ์ง€๋งŒ ์‚ฌ์ง„ ์ดํ•ด๋„์™€ ๋””ํ…Œ์ผ์„ ํ–ฅ์ƒํ–ˆ์Šต๋‹ˆ๋‹ค.

v0.3g - ๊ฐ€์ด๋“œ ๊ตฌ์„ฑ์ด ๊ฐ€๋Šฅํ•˜๋„๋ก ๊ฐ€์ด๋“œ ๊ธฐ๋Šฅ ์ถ”๊ฐ€.

v0.3 - ํ›จ์”ฌ ์•ˆ์ •์ ์ด๋ฉฐ, ์šฐ์ˆ˜ํ•œ ์‹œ๋“œ์™€ ๊ฐœ์„ ๋œ ํ…์ŠคํŠธ๋ฅผ ์ง€์›.

v0.2 - ๋œ ๋ถˆ์•ˆ์ •ํ•˜๋ฉฐ, ์ข‹์€ ์‹œ๋“œ๊ฐ€ ๋” ๋งŽ์•„์ ธ ์‹คํ—˜ ํ•„์š”!

v0.1 - ๋‹ค์†Œ ๋ถˆ์•ˆ์ •ํ•˜๋ฉฐ, ์ข‹์€ ์‹œ๋“œ์™€ ๋‚˜์œ ์‹œ๋“œ๊ฐ€ ํ˜ผ์žฌ.

ํ’ˆ์งˆ

ํ’ˆ์งˆ (์ตœ๊ณ  ์ˆœ): FP16 > Q8 > FP8 > Q6_K > Q4_1 > Q4_K > NF4 > FP4 > Q3_K_S
์†๋„ (๋น ๋ฅธ ์ˆœ): FP8 - GGUF - FP16

1MPix

1:1 - 1024 x 1024
4:3 - 1152 x 896
16:9 - 1344 x 768

1.5MPix

1:1 - 1280 x 1280
4:3 - 1440 x 1120
16:9 - 1680 x 960
21:9 - 1920 x 800

2Mpix
1:1 - 1408 x 1408
4:3 - 1664 x 1216
16:9 - 1920 x 1088

์ด์ „
Oilpainting IL - v1.0
๋‹ค์Œ
SH_Models - Portraid

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

Checkpoint

๊ธฐ๋ณธ ๋ชจ๋ธ

Flux.1 D

๋ชจ๋ธ ๋ฒ„์ „

v4.0g bestMODE FP8

๋ชจ๋ธ ํ•ด์‹œ

4642596812

ํ† ๋ก 

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

devMODE - 8๋‹จ๊ณ„ - (FLUX .1 DEV) - v4.0g bestMODE FP8 ์ œ์ž‘ ์ด๋ฏธ์ง€

๊ธฐ๋ณธ ๋ชจ๋ธ ์ด๋ฏธ์ง€

man ์ด๋ฏธ์ง€

ํฌํ† ๋ฆฌ์–ผ๋ฆฌ์Šคํ‹ฑ ์ด๋ฏธ์ง€

๋ฆฌ์–ผ๋ฆฌ์ฆ˜ ์ด๋ฏธ์ง€

์—ฌ์„ฑ ์ด๋ฏธ์ง€