๋ชจ๋ธ/Flux.1 Compact | CLIP ๋ฐ VAE ํฌํ•จ - ๐ŸŸจ Flux.1-Dev fp8

Flux.1 Compact | CLIP ๋ฐ VAE ํฌํ•จ - ๐ŸŸจ Flux.1-Dev fp8

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

samplers

Euler, Simple

steps

4 - null

cfg

1

vae

ae_Dev - n/a, ae_Schnell - n/a

ํŒ

๋” ๋‚˜์€ ํ†ตํ•ฉ์„ ์œ„ํ•ด FLUX ์ „์šฉ SamplersCustomAdvanced ๋…ธ๋“œ๋ฅผ ์‚ฌ์šฉํ•˜์„ธ์š”.

์ „์šฉ FLUX ์ƒ˜ํ”Œ๋Ÿฌ ๋…ธ๋“œ๋ฅผ ์‚ฌ์šฉํ•˜์ง€ ์•Š์„ ๊ฒฝ์šฐ ํ”„๋กฌํ”„ํŠธ์™€ ์ƒ˜ํ”Œ๋Ÿฌ ์‚ฌ์ด์— FluxGuidance ๋…ธ๋“œ๋ฅผ ์‚ฌ์šฉํ•ด ๊ฐ€์ด๋“œ ๊ด€๋ฆฌ๋ฅผ ํ•˜์„ธ์š”.

์ปดํŒฉํŠธ ๋ชจ๋ธ์€ ํฌ๊ธฐ๋ฅผ ์•ฝ 30% ์ค„์—ฌ ์„ฑ๋Šฅ์ด ๋‚ฎ์€ ๊ธฐ๊ธฐ์—์„œ๋„ ํ’ˆ์งˆ ์ €ํ•˜ ์—†์ด ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์ƒ˜ํ”Œ๋Ÿฌ์˜ CFG๋ฅผ 1๋กœ ์œ ์ง€ํ•˜๊ณ , FluxGuidance ๋…ธ๋“œ๋ฅผ ํ†ตํ•ด ๊ฐ€์ด๋˜์Šค๋ฅผ ์กฐ์ ˆํ•˜์„ธ์š” (๊ถŒ์žฅ Flux Guidance: 2+).

FLUX COMPACT

Clips์™€ VAE๊ฐ€ ํ•˜๋‚˜์˜ ๋ชจ๋ธ์— ํฌํ•จ๋œ ์ปดํŒฉํŠธํ•œ Flux ๋ชจ๋ธ ์ปฌ๋ ‰์…˜์„ ์„ ๋ณด์ด๊ฒŒ ๋˜์–ด ๊ธฐ์ฉ๋‹ˆ๋‹ค. ์ด ๋ชจ๋ธ๋“ค์€ ๋‹ค์–‘ํ•œ ๊ธฐ์กด ์›Œํฌํ”Œ๋กœ์šฐ์— ์›ํ™œํ•˜๊ฒŒ ํ†ตํ•ฉ๋˜๋„๋ก ์ตœ์ ํ™”๋˜์–ด ์žˆ์Šต๋‹ˆ๋‹ค. ์ด ์ปดํŒฉํŠธ ๋ฒ„์ „์€ ๋‹ค์–‘ํ•œ Clips ๋ฐ ๋ชจ๋ธ ์กฐํ•ฉ์„ ํฌํ•จํ•˜๊ณ  ์žˆ์–ด, ๋ณ„๋„์˜ ์„ค์ • ์—†์ด 'CheckpointLoaderSimple'๊ณผ ๊ฐ™์€ ๋…ธ๋“œ๋ฅผ ํ†ตํ•ด ์‰ฝ๊ฒŒ ์ง์ ‘ ๋กœ๋“œํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

Sampler Node๋กœ๋Š” SDXL์— ์ด๋ฏธ ์กด์žฌํ•˜๋Š” ์ƒ˜ํ”Œ๋Ÿฌ๋ฅผ ์‚ฌ์šฉํ•˜๋ฉฐ, CFG๋ฅผ 1๋กœ ์„ค์ •ํ•˜๊ฑฐ๋‚˜, FLUX ์ „์šฉ 'SamplersCustomAdvanced'๋ฅผ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์œ„์— ํ‘œ์‹œ๋œ ์ „์šฉ FLUX ๋…ธ๋“œ๋ฅผ ์‚ฌ์šฉํ•˜๋ฉด ์ƒ˜ํ”Œ๋Ÿฌ์˜ 'CFG' ๋Œ€์‹  ๊ฐ€์ด๋˜์Šค๋ฅผ ๊ด€๋ฆฌํ•˜๊ธฐ ์œ„ํ•ด 'Guiders' ์ค‘ ํ•˜๋‚˜๋ฅผ ๋…ธ๋“œ๋กœ ์‚ฌ์šฉํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์ „์šฉ FLUX ๋…ธ๋“œ๋ฅผ ์‚ฌ์šฉํ•˜์ง€ ์•Š๋Š” ๊ฒฝ์šฐ์—๋Š” SDXL์— ์ด๋ฏธ ์žˆ๋Š” ๋‹ค๋ฅธ ์ƒ˜ํ”Œ๋Ÿฌ์—์„œ 'CFG'๋ฅผ 1๋กœ ์œ ์ง€ํ•˜๊ณ , ํ”„๋กฌํ”„ํŠธ์™€ ์ƒ˜ํ”Œ๋Ÿฌ ์‚ฌ์ด์— ๋ฐฐ์น˜๋œ 'FluxGuidance' ๋…ธ๋“œ๋ฅผ ์‚ฌ์šฉํ•˜์—ฌ ๊ฐ€์ด๋˜์Šค๋ฅผ ๊ด€๋ฆฌํ•  ์ˆ˜ ์žˆ์Šต๋‹ˆ๋‹ค.

์ตœ์ข… ํฌ๊ธฐ๋ฅผ ์•ฝ 30% ์ค„์ž„์œผ๋กœ์จ, ์ด ๋ชจ๋ธ๋“ค์€ ์„ฑ๋Šฅ์ด ๋‚ฎ์€ ๊ธฐ๊ธฐ์—์„œ๋„ ์ ‘๊ทผ ๊ฐ€๋Šฅํ•˜์ง€๋งŒ, ์ด๋ ‡๊ฒŒ ๊ฐ€๋Šฅํ•œ ์ด์œ ๋Š” ํ™•์‹ค์น˜ ์•Š์Šต๋‹ˆ๋‹ค. ์ œ ํ…Œ์ŠคํŠธ์—์„œ๋Š” ์ „์ฒด ๋ฒ„์ „๊ณผ ์ถœ๋ ฅ๋ฌผ์—์„œ ์ฐจ์ด๋ฅผ ๊ด€์ฐฐํ•˜์ง€ ๋ชปํ–ˆ์Šต๋‹ˆ๋‹ค.

์—ฌ๋Ÿฌ๋ถ„์˜ ์‹คํ—˜ ๊ฒฐ๊ณผ๋„ ์•Œ๋ ค ์ฃผ์„ธ์š”.

์ด ๋ชจ๋ธ๋“ค์˜ ์›๋ณธ ์ œ์ž‘ ๋ฐ ๊ณต๊ฐœ์— ๋Œ€ํ•œ ๊ถŒ๋ฆฌ๋Š” ์ „์ ์œผ๋กœ 'Black Forest Labs'์™€ ๊ทธ ์žฌ๋Šฅ ์žˆ๋Š” ํŒ€์— ์žˆ์œผ๋ฉฐ, ์ €๋Š” ์ด๋“ค์˜ ๋›ฐ์–ด๋‚œ ์ž‘์—…์„ ์ปค๋ฎค๋‹ˆํ‹ฐ์— ๋” ์‰ฝ๊ฒŒ ์ œ๊ณตํ•˜๋ ค๋Š” ๊ฒƒ์ด ๋ชฉํ‘œ์ž…๋‹ˆ๋‹ค.

์ด ์ปดํŒฉํŠธ Flux ๋ชจ๋ธ๋“ค์ด ์—ฌ๋Ÿฌ๋ถ„์˜ ์ฐฝ์ž‘ ๋ฐ ๊ธฐ์ˆ ์  ์ž‘์—…์— ์œ ์šฉํ•˜๊ฒŒ ์‚ฌ์šฉ๋˜๊ธธ ๋ฐ”๋ผ๋ฉฐ, ํ–ฅํ›„ ์ด ๋„๊ตฌ๋“ค์„ ํ•จ๊ป˜ ํƒํ—˜ํ•˜๊ณ  ๊ฐœ์„ ํ•ด ๋‚˜๊ฐ€๋Š”๋ฐ ์—ฌ๋Ÿฌ๋ถ„์˜ ํ”ผ๋“œ๋ฐฑ์„ ๊ธฐ๋Œ€ํ•ฉ๋‹ˆ๋‹ค.

Flux.1-Dev Compact

์ฃผ์š” SAMPLER: Euler + Simple

์ผ๋ฐ˜ CFG: 1

FLUX GUIDANCE: 2+

๋” ์ข‹์€ STEPS: 20+

Flux.1-Schnell Compact

์ฃผ์š” SAMPLER: Euler + Simple

์ผ๋ฐ˜ CFG: 1

FLUX GUIDANCE: 2+

๋” ์ข‹์€ STEPS: 4+

๋ฒ„์ „ ๋‚ด์šฉ:

Flux.1-Dev fp8

  • Unet: Flux.1-Dev

  • weight_dtype: fp8_e4m3fn

  • Clip1: t5xxl_fp8_e4m3fn

  • Clip2: clip_l

  • VAE: ae_Dev

Flux.1-Dev fp16

  • Unet: Flux.1-Dev

  • weight_dtype: fp8_e4m3fn

  • Clip1: t5xxl_fp16

  • Clip2: clip_l

  • VAE: ae_Dev

Flux.1-Schnell fp8

  • Unet: Flux.1-Schnell

  • weight_dtype: fp8_e4m3fn

  • Clip1: t5xxl_fp8_e4m3fn

  • Clip2: clip_l

  • VAE: ae_Schnell

Flux.1-Schnell fp16

  • Unet: Flux.1-Schnell

  • weight_dtype: fp8_e4m3fn

  • Clip1: t5xxl_fp16

  • Clip2: clip_l

  • VAE: ae_Schnell

Flux.1-Dev fp16 ALT

  • Unet: Flux.1-Dev

  • weight_dtype: fp8_e5m2

  • Clip1: t5xxl_fp16

  • Clip2: clip_l

  • VAE: ae_Dev

Flux.1-Dev fp8 ALT

  • Unet: Flux.1-Dev

  • weight_dtype: fp8_e5m2

  • Clip1: t5xxl_fp8_e4m3fn

  • Clip2: clip_l

  • VAE: ae_Dev

์ด์ „
ChronoKnight์˜ ์ปฌ๋Ÿฌ ๋ชฉํƒ„ํ™” - [FLUX] - v1.0
๋‹ค์Œ
์Šคํƒ€์ผํ™”๋œ ์„์กฐ ์กฐ๊ฐ ์งˆ๊ฐ - v1.0

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

Checkpoint

๊ธฐ๋ณธ ๋ชจ๋ธ

Flux.1 D

๋ชจ๋ธ ๋ฒ„์ „

๐ŸŸจ Flux.1-Dev fp8

๋ชจ๋ธ ํ•ด์‹œ

363d9d476a

์ œ์ž‘์ž

ํ† ๋ก 

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

stable diffusion ์ด๋ฏธ์ง€