์™„์ „ํ•œ ๋‹ฌ ์•„๋ž˜ ์–ด๋‘์šด ๊ณ ๋”• ์„ฑ์œผ๋กœ ์ด์–ด์ง€๋Š” ๊ตฌ๋ถˆ๊ตฌ๋ถˆํ•œ ๊ธธ ์œ„์— ํ™”์‚ด๊ณผ ์นผ์ด ๋ฐ•ํžŒ ํ–‰๋ณตํ•œ ์ฒญ๋ก์ƒ‰ ์ ค๋ผํ‹ฐ๋…ธ์Šค ํ๋ธŒ๊ฐ€ ๊ทธ๋ ค์ง„ Little Golden Book ํ‘œ์ง€ ์ผ๋Ÿฌ์ŠคํŠธ.
๋ณต๊ณ  ๋ฏธ๋ž˜์  ์šฐ์ฃผ๋ณต์„ ์ž…์€ ์—ฌ์„ฑ ์€ํ•˜ ํƒํ—˜๊ฐ€๊ฐ€ ๊ฑฐ๋Œ€ํ•œ ํ˜•๊ด‘ ์‹๋ฌผ, ๋น›๋‚˜๋Š” ๊ท ๋ฅ˜, ์ง™์€ ์•ˆ๊ฐœ, ๊ทธ๋ฆฌ๊ณ  ์Œ๋‘ฅ์ด ๋‹ฌ์ด ๋น›๋‚˜๋Š” ์„ฑ์šด ํ•˜๋Š˜์ด ์žˆ๋Š” ์ดˆํ˜„์‹ค์  ์›์‹œ ์™ธ๊ณ„ ํ’๊ฒฝ ์†์— ์„œ ์žˆ๋‹ค.

์ถ”์ฒœ ๋„ค๊ฑฐํ‹ฐ๋ธŒ ํ”„๋กฌํ”„ํŠธ

(worst quality, low quality:1.4), (deformed, distorted, disfigured:1.3), poorly drawn, bad anatomy, wrong anatomy, extra limb, missing limb, floating limbs, (mutated hands and fingers:1.4), embedding:negative_hand-neg, embedding:FastNegativeV2, embedding:zPDXL-neg, embedding:bad-hands-5, embedding:bad_prompt_version2-neg, (freckles:1.2)

์ถ”์ฒœ ๋งค๊ฐœ๋ณ€์ˆ˜

samplers

deis_sgm_uniform, deis_beta, DPM++ 2M

steps

10 - 25

cfg

1 - 4

resolution

768x1344, 720x1080, 512x512

vae

integrated VAE

other models

Atomix XL V4 (3f08b89cf2)

ํŒ

์ด ๋ชจ๋ธ์€ ์ด๋ฏธ CLIP-I, T5xxl, VAE๋ฅผ ํฌํ•จํ•˜๊ณ  ์žˆ์–ด ๋‹ค๋ฅธ ๊ฒƒ์ด ํ•„์š” ์—†์Šต๋‹ˆ๋‹ค.

์ด ๋…ธ๋“œ๋Š” ์ˆ˜๋™์œผ๋กœ ์„ค์น˜ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค: https://github.com/comfyanonymous/ComfyUI_bitsandbytes_NF4 (ํ˜„์žฌ ComfyUI Manager์˜ ๋…ธ๋“œ ๋ชฉ๋ก์— ํฌํ•จ๋˜์–ด ์žˆ์ง€ ์•Š์Šต๋‹ˆ๋‹ค).

๊ถŒ์žฅ ์„ค์ •์€ ์ œ ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ์ฐธ์กฐํ•˜์„ธ์š” https://civitai.com/models/668091/atomix-flux-nf4-txt2img-workflow

Atomix Flux

์ด ๋ชจ๋ธ์€ https://huggingface.co/lllyasviel/flux1-dev-bnb-nf4/tree/main ๊ธฐ๋ฐ˜์ž…๋‹ˆ๋‹ค.

์•„์ง Flux NF4 ๋ชจ๋ธ์„ ์‚ฌ์šฉํ•ด๋ณด์ง€ ์•Š์•˜๋‹ค๋ฉด ๊ผญ ์‹œ๋„ํ•ด๋ณด๊ธธ ๊ฐ•๋ ฅํžˆ ์ถ”์ฒœํ•ฉ๋‹ˆ๋‹ค. ํŠนํžˆ ๋‚ฎ์€ VRAM ์‚ฌ์šฉ์ž์—๊ฒŒ ์†๋„ ํ–ฅ์ƒ์ด ๋งค์šฐ ๋›ฐ์–ด๋‚ฉ๋‹ˆ๋‹ค.

ํŒ

  • ์ด ๋ชจ๋ธ์€ ์ด๋ฏธ CLIP-I, T5xxl, VAE๋ฅผ ํฌํ•จํ•˜๊ณ  ์žˆ์–ด ๋‹ค๋ฅธ ๊ฒƒ์ด ํ•„์š” ์—†์Šต๋‹ˆ๋‹ค.

  • ์ด ๋…ธ๋“œ๋Š” ์ˆ˜๋™์œผ๋กœ ์„ค์น˜ํ•ด์•ผ ํ•ฉ๋‹ˆ๋‹ค: https://github.com/comfyanonymous/ComfyUI_bitsandbytes_NF4 (ํ˜„์žฌ ComfyUI Manager์˜ ๋…ธ๋“œ ๋ชฉ๋ก์— ํฌํ•จ๋˜์–ด ์žˆ์ง€ ์•Š์Šต๋‹ˆ๋‹ค)

  • ๊ถŒ์žฅ ์„ค์ •์€ ์ œ ์›Œํฌํ”Œ๋กœ์šฐ๋ฅผ ์ฐธ์กฐํ•˜์„ธ์š” Atomix Flux NF4 txt2img workflow - v1.0 | Stable Diffusion Workflows | Civitai

์ด์ „
FLUX.1 Kontext Fp8 ๋ฐ GGUF - Fp8 ํ™•์žฅ
๋‹ค์Œ
์• ๋‹ˆ๋ฉ”์ด์…˜ ์•„ํŠธ - ๋ณ€ํ˜• 1

๋ชจ๋ธ ์„ธ๋ถ€์‚ฌํ•ญ

๋ชจ๋ธ ์œ ํ˜•

Checkpoint

๊ธฐ๋ณธ ๋ชจ๋ธ

Flux.1 D

๋ชจ๋ธ ๋ฒ„์ „

v1.0

๋ชจ๋ธ ํ•ด์‹œ

dab1841294

์ œ์ž‘์ž

ํ† ๋ก 

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

Atomix Flux NF4 - v1.0 ์ œ์ž‘ ์ด๋ฏธ์ง€

์™„์ „ํ•œ ๋‹ฌ ์•„๋ž˜ ์–ด๋‘์šด ๊ณ ๋”• ์„ฑ์œผ๋กœ ์ด์–ด์ง€๋Š” ๊ตฌ๋ถˆ๊ตฌ๋ถˆํ•œ ๊ธธ ์œ„์— ํ™”์‚ด๊ณผ ์นผ์ด ๋ฐ•ํžŒ ํ–‰๋ณตํ•œ ์ฒญ๋ก์ƒ‰ ์ ค๋ผํ‹ฐ๋…ธ์Šค ํ๋ธŒ๊ฐ€ ๊ทธ๋ ค์ง„ Little Golden Book ํ‘œ์ง€ ์ผ๋Ÿฌ์ŠคํŠธ.
๋ณต๊ณ  ๋ฏธ๋ž˜์  ์šฐ์ฃผ๋ณต์„ ์ž…์€ ์—ฌ์„ฑ ์€ํ•˜ ํƒํ—˜๊ฐ€๊ฐ€ ๊ฑฐ๋Œ€ํ•œ ํ˜•๊ด‘ ์‹๋ฌผ, ๋น›๋‚˜๋Š” ๊ท ๋ฅ˜, ์ง™์€ ์•ˆ๊ฐœ, ๊ทธ๋ฆฌ๊ณ  ์Œ๋‘ฅ์ด ๋‹ฌ์ด ๋น›๋‚˜๋Š” ์„ฑ์šด ํ•˜๋Š˜์ด ์žˆ๋Š” ์ดˆํ˜„์‹ค์  ์›์‹œ ์™ธ๊ณ„ ํ’๊ฒฝ ์†์— ์„œ ์žˆ๋‹ค.

๊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.