๋ชจ๋ธ/Flux.1-Dev Hyper NF4 + Flux.1-Dev BNB NF4 + Flux.1-Schnell BNB NF4 - Flux.1-Dev Hyper NF4

Flux.1-Dev Hyper NF4 + Flux.1-Dev BNB NF4 + Flux.1-Schnell BNB NF4 - Flux.1-Dev Hyper NF4

๊ณ ๋”• ์Šคํƒ€์ผ์˜ ๋†’๊ณ  ์–ด๋‘์šด ๋‚˜๋ฌด ์‹ค๋ฃจ์—ฃ๊ณผ ๊ฐ€๋ฒผ์šด ์พŒํ™œํ•œ ์•ˆ๊ฐœ ๋‚€ ๋ถ„์œ„๊ธฐ์˜ ์ˆฒ ์žฅ๋ฉด
๊ณผํ•™ ๋„ํ‘œ์™€ ํ…์ŠคํŠธ๋กœ ๋‘˜๋Ÿฌ์‹ธ์ธ ๋„ค์˜จ ์˜ค๋ Œ์ง€์™€ ๋…น์ƒ‰ ๋‚ด๋ถ€ ํšŒ๋กœ๊ฐ€ ํฌํ•จ๋œ ์ดˆํ˜„์‹ค์ ์ธ ํ•ด๊ณจ์˜ ์ •๋ฐ€ ๋””์ง€ํ„ธ ์ผ๋Ÿฌ์ŠคํŠธ๋ ˆ์ด์…˜.
๋ณต์žกํ•œ ๊ฑด์ถ•์  ํŠน์ง•์„ ๊ฐ€์ง„ ๊ฑฐ๋Œ€ํ•œ ๋ฏธ๋ž˜ ์š”์ƒˆ์˜ ์ƒ์„ธํ•œ ๋””์ง€ํ„ธ ์ปจ์…‰ ์•„ํŠธ, ๋ฐฐ๊ฒฝ์—๋Š” ๋‘ ๊ฐœ์˜ ํฐ ๋‹ฌ๊ณผ ์ดˆ์Šน๋‹ฌ์ด ์žˆ์œผ๋ฉฐ, ๋ˆˆ ๋ฎ์ธ ํ’๊ฒฝ์˜ ์ „๊ฒฝ์—๋Š” ๊ฒจ์šธ ๋ณต์žฅ์„ ํ•œ ๋‘ ๋ช…์˜ ๋ณ‘์‚ฌ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.
ํ™ฉํ˜ผ์— ์•ˆ๊ฐœ๊ฐ€ ๋‚€ ๋Ÿฐ๋˜ ๋ธŒ๋ฆฌ์ง€์™€ ๋น›๋‚˜๋Š” ๋“ฑ๋ถˆ์ด ๋ถ€๋“œ๋Ÿฝ๊ฒŒ ์•ˆ๊ฐœ ๋‚€ ์žฅ๋ฉด์„ ๋น„์ถ”๋ฉฐ ๊ทธ ๋น›์ด ์•„๋ž˜ ๊ฐ•์— ๋ฐ˜์‚ฌ๋˜๋Š” ๋ชจ์Šต.
ํ„ฐ๋„ˆ์—์„œ ์˜๊ฐ์„ ๋ฐ›์€ ์•ˆ๊ฐœ ๋‚€ ์ƒ์ง•์ ์ธ ๊ฑด์ถ•๋ฌผ๊ณผ ๋ถ€๋“œ๋Ÿฌ์šด ์•„์นจ ๋น› ์•„๋ž˜ ํ™ฉ๊ธˆ๋น› ๋ฌผ ์œ„๋ฅผ ๋– ๋‹ค๋‹ˆ๋Š” ๊ณค๋Œ๋ผ๊ฐ€ ์žˆ๋Š” ๋ฒ ๋‹ˆ์Šค ๊ทธ๋žœ๋“œ ์บ๋„์˜ ์ƒˆ๋ฒฝ ์˜ค์ผ ํŽ˜์ธํŒ…

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

steps

8

ํฌ๋ฆฌ์—์ดํ„ฐ ์Šคํฐ์„œ

Flux ๋ชจ๋ธ์˜ ์ถœ์ฒ˜ ๋งํฌ:

์ถ”๊ฐ€ ๋„๊ตฌ ๋ฐ UI ์ง€์›:
ComfyUI GitHub
Forge ํ† ๋ก 

โ˜• ์ปคํ”ผ ํ•œ ์ž” ์‚ฌ์ฃผ์„ธ์š”: https://ko-fi.com/ralfingerai

๐Ÿบ ๋””์Šค์ฝ”๋“œ์— ๊ฐ€์ž…ํ•˜์„ธ์š”: https://discord.com/invite/pAz4Bt3rqb

Flux.1-Dev Hyper NF4:
์ถœ์ฒ˜: https://huggingface.co/ZhenyaYang/flux_1_dev_hyper_8steps_nf4/tree/main - ZhenyaYang์˜ Hyper-SD๋ฅผ NF4 (8๋‹จ๊ณ„)๋กœ ๋ณ€ํ™˜

Flux.1-Dev BNB NF4 (v1 & v2):
์ถœ์ฒ˜: https://huggingface.co/lllyasviel/flux1-dev-bnb-nf4/tree/main - lllyasviel

Flux.1-Schnell BNB NF4:
์ถœ์ฒ˜: https://huggingface.co/silveroxides/flux1-nf4-weights/tree/main - silveroxides

ComfyUI: https://github.com/comfyanonymous/ComfyUI_bitsandbytes_NF4
Forge: https://github.com/lllyasviel/stable-diffusion-webui-forge/discussions/981

โ˜• ์ปคํ”ผ ํ•œ ์ž” ์‚ฌ์ฃผ์„ธ์š”: https://ko-fi.com/ralfingerai
๐Ÿบ ๋””์Šค์ฝ”๋“œ์— ๊ฐ€์ž…ํ•˜์„ธ์š”: https://discord.com/invite/pAz4Bt3rqb

์ด์ „
Mechanical body-Flux - v1.0
๋‹ค์Œ
BeksinskiXL - v2.0

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

Checkpoint

๊ธฐ๋ณธ ๋ชจ๋ธ

Flux.1 D

๋ชจ๋ธ ๋ฒ„์ „

Flux.1-Dev Hyper NF4

๋ชจ๋ธ ํ•ด์‹œ

7cacd3ba4b

์ œ์ž‘์ž

ํ† ๋ก 

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

Flux.1-Dev Hyper NF4 + Flux.1-Dev BNB NF4 + Flux.1-Schnell BNB NF4 - Flux.1-Dev Hyper NF4 ์ œ์ž‘ ์ด๋ฏธ์ง€

๊ณ ๋”• ์Šคํƒ€์ผ์˜ ๋†’๊ณ  ์–ด๋‘์šด ๋‚˜๋ฌด ์‹ค๋ฃจ์—ฃ๊ณผ ๊ฐ€๋ฒผ์šด ์พŒํ™œํ•œ ์•ˆ๊ฐœ ๋‚€ ๋ถ„์œ„๊ธฐ์˜ ์ˆฒ ์žฅ๋ฉด
๊ณผํ•™ ๋„ํ‘œ์™€ ํ…์ŠคํŠธ๋กœ ๋‘˜๋Ÿฌ์‹ธ์ธ ๋„ค์˜จ ์˜ค๋ Œ์ง€์™€ ๋…น์ƒ‰ ๋‚ด๋ถ€ ํšŒ๋กœ๊ฐ€ ํฌํ•จ๋œ ์ดˆํ˜„์‹ค์ ์ธ ํ•ด๊ณจ์˜ ์ •๋ฐ€ ๋””์ง€ํ„ธ ์ผ๋Ÿฌ์ŠคํŠธ๋ ˆ์ด์…˜.
๋ณต์žกํ•œ ๊ฑด์ถ•์  ํŠน์ง•์„ ๊ฐ€์ง„ ๊ฑฐ๋Œ€ํ•œ ๋ฏธ๋ž˜ ์š”์ƒˆ์˜ ์ƒ์„ธํ•œ ๋””์ง€ํ„ธ ์ปจ์…‰ ์•„ํŠธ, ๋ฐฐ๊ฒฝ์—๋Š” ๋‘ ๊ฐœ์˜ ํฐ ๋‹ฌ๊ณผ ์ดˆ์Šน๋‹ฌ์ด ์žˆ์œผ๋ฉฐ, ๋ˆˆ ๋ฎ์ธ ํ’๊ฒฝ์˜ ์ „๊ฒฝ์—๋Š” ๊ฒจ์šธ ๋ณต์žฅ์„ ํ•œ ๋‘ ๋ช…์˜ ๋ณ‘์‚ฌ๊ฐ€ ์žˆ์Šต๋‹ˆ๋‹ค.
ํ™ฉํ˜ผ์— ์•ˆ๊ฐœ๊ฐ€ ๋‚€ ๋Ÿฐ๋˜ ๋ธŒ๋ฆฌ์ง€์™€ ๋น›๋‚˜๋Š” ๋“ฑ๋ถˆ์ด ๋ถ€๋“œ๋Ÿฝ๊ฒŒ ์•ˆ๊ฐœ ๋‚€ ์žฅ๋ฉด์„ ๋น„์ถ”๋ฉฐ ๊ทธ ๋น›์ด ์•„๋ž˜ ๊ฐ•์— ๋ฐ˜์‚ฌ๋˜๋Š” ๋ชจ์Šต.
ํ„ฐ๋„ˆ์—์„œ ์˜๊ฐ์„ ๋ฐ›์€ ์•ˆ๊ฐœ ๋‚€ ์ƒ์ง•์ ์ธ ๊ฑด์ถ•๋ฌผ๊ณผ ๋ถ€๋“œ๋Ÿฌ์šด ์•„์นจ ๋น› ์•„๋ž˜ ํ™ฉ๊ธˆ๋น› ๋ฌผ ์œ„๋ฅผ ๋– ๋‹ค๋‹ˆ๋Š” ๊ณค๋Œ๋ผ๊ฐ€ ์žˆ๋Š” ๋ฒ ๋‹ˆ์Šค ๊ทธ๋žœ๋“œ ์บ๋„์˜ ์ƒˆ๋ฒฝ ์˜ค์ผ ํŽ˜์ธํŒ…

๊ธฐ๋ณธ ๋ชจ๋ธ ์ด๋ฏธ์ง€

์–ด๋‘ก๊ณ  ๋ถˆ๊ธธํ•œ ํ•˜๋Š˜ ์•„๋ž˜ ๋น›๋‚˜๋Š” ์žญ์˜ค๋žœํ„ด ์กฐ๋ช…์œผ๋กœ ๋ฐํžŒ ์Œ์‚ฐํ•œ ๋ฌด๋ค์„ ๊ฑท๋Š” ์ข€๋น„์™€ ํ•ด๊ณจ์„ ํฌํ•จํ•œ ์–ธ๋ฐ๋“œ ์บ๋ฆญํ„ฐ๋“ค์˜ ์‚ฌ์ง„ ๊ฐ™์€ ์žฅ๋ฉด.