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[๊ณต์ง€] ์ด๋ฏธ์ง€ ์ƒ์„ฑ ์ง€์—ฐ ๋ฐ GPU ์ž์› ๋ถ€์กฑ์— ๊ด€ํ•œ ์•ˆ๋‚ด โ€” PixAI ์ปค๋ฎค๋‹ˆํ‹ฐ ์—ฌ๋Ÿฌ๋ถ„, ์•ˆ๋…•ํ•˜์„ธ์š”. ํ•ญ์ƒ PixAI๋ฅผ ์ด์šฉํ•ด ์ฃผ์‹œ๊ณ  ๋ณด๋‚ด์ฃผ์‹œ๋Š” ๊ด€์‹ฌ๊ณผ ์„ฑ์›์— ์ง„์‹ฌ์œผ๋กœ ๊ฐ์‚ฌ๋“œ๋ฆฝ๋‹ˆ๋‹ค. ์ตœ๊ทผ PixAI ์„œ๋น„์Šค ์ „๋ฐ˜์—์„œ ์ƒ์„ฑ ์†๋„๊ฐ€ ์ €ํ•˜๋˜๊ณ  ๋Œ€๊ธฐ ์‹œ๊ฐ„์ด ํ‰์†Œ๋ณด๋‹ค ๊ธธ์–ด์ง€๋Š” ํ˜„์ƒ์ด ๋ฐœโ€ฆ

์ž์„ธํžˆ ๋ณด๊ธฐ

์‚ฌ์šฉ์ž LoRA

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๋””ํ…Œ์ผ ๊ฐ•ํ™”

WAI-illustrious-Rectified-4Steps

WAI-illustrious-Rectified-4Steps - AI Model ์ปค๋ฒ„ ์ด๋ฏธ์ง€
์—…๋กœ๋“œ ๋‚ ์งœ
2026. 9. 25. ์˜ค์ „ 7:51
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ํ›Œ๋ฅญํ•จย  (11)
๊ถŒํ•œ
  • ์ด๋ฏธ์ง€ ์ƒ์„ฑ ๋ฐ ๊ณต์œ  ํ—ˆ์šฉ
  • ๋‹ค๋ฅธ ์‚ฌ์šฉ์ž๊ฐ€ ๋‚ด ๋ชจ๋ธ์„ ๋‹ค์šด๋กœ๋“œํ•˜๋„๋ก ํ—ˆ์šฉํ•ฉ๋‹ˆ๋‹ค
  • ์ƒ์„ฑ๋œ ์ด๋ฏธ์ง€์˜ ์ƒ์—…์  ์ด์šฉ ํ—ˆ์šฉ

์ถ”์ฒœ LoRA

์„ค๋ช…

[WAI-illustrious-Rectified-4Steps](https://civitai.com/models/1355945)


WAI-illustrious-Rectified-4Steps

4ๆญฅ็”Ÿๆˆ้ซ˜่ดจ้‡็š„ๆ’็”ป๏ผŒๅฆˆๅฆˆๅ†ไนŸไธ็”จๆ‹…ๅฟƒๆˆ‘ๆฒกๆœ‰้’ฑไนฐ5090ๅ•ฆ๏ผ

่ฟ™ๆฌก็”จWAI-illustriousไฝœไธบbase model่ฎญ็ปƒไบ†1ไธชLORA๏ผŒๅคงๅฎถๅฐฑๅฏไปฅๆญ้…่‡ชๅทฑๅ–œๆฌข็š„็‰ˆๆœฌไฝฟ็”จไบ†ใ€‚

ๅปบ่ฎฎๅ‚ๆ•ฐ

  • CFG scale: 1ใ€‚
  • Sampling steps: 4ใ€‚

ๅฝ“CFGไธบ1ๆ—ถ๏ผŒๆฏไธชstep้€Ÿๅบฆไผšๅ†ๅŠ ๅ€๏ผŒ็›ธๅฝ“ไบŽๅช่Šฑ่ดนไบ†2ไธชstep็š„ๆ—ถ้—ด๏ผ

  • Sampling method: Eulerใ€DPMใ€‚
  • Schedule type: Simpleใ€‚

Schedule type่ฟ™ไธชๆฏ”่พƒ้‡่ฆ๏ผๅฆ‚ๆžœไฝ ็”จ็š„ๆ˜ฏsd-webui๏ผŒ้ป˜่ฎค็š„้‚ฃไธชschedule typeๆ˜ฏไธ่กŒ็š„๏ผŒ1ๅฎš่ฆๆ”นๆˆSimpleใ€‚ๅฆ‚ๆžœไฝ ็”จ็š„ๆ˜ฏdiffusers็š„่ฏ๏ผŒๅฐฑ็›ธๅฝ“ไบŽๆŠŠScheduler็”จtimestep_spacing="trailing"ๆฅๅˆๅง‹ๅŒ–ใ€‚ๅฆ‚ๆžœไฝ ็”จ็š„ๆ˜ฏComfyUI๏ผŒๅ—ฏโ€ฆโ€ฆ่ฟ™ไธชๆˆ‘ๆฒก็”จ่ฟ‡๏ผŒๅบ”่ฏฅไนŸๆœ‰็ฑปไผผ็š„้€‰้กน๏ผŒๆœ‰็Ÿฅ้“็š„็ฝ‘ๅ‹ๅฏไปฅๅœจ่ฏ„่ฎบๅŒบๅ‘Š่ฏ‰ๆˆ‘ใ€‚

ๅ› ไธบๆ˜ฏๅœจWAIไธŠ่ฎญ็ปƒ็š„๏ผŒๆ‰€ไปฅๆญ้…WAI็ณปๅˆ—ๆจกๅž‹ไฝฟ็”จๆ•ˆๆžœๆœ€ๅฅฝ๏ผŒๅˆซ็š„illustriousๅ’ŒNoobAI็ณปๅˆ—ไนŸ่ƒฝ็”จไธ่ฟ‡ๆ•ˆๆžœไผš็•ฅๆœ‰็‘•็–ตใ€‚


WAI-illustrious-Rectified-4Steps

Generate high-quality illustrations in just 4 steps โ€” no more worries about not being able to afford a RTX 5090!

This time, I trained a LoRA using WAI-illustrious as the base model, so you can combine it with your preferred version.

Recommended Parameters

  • CFG scale: 1
  • Sampling steps: 4

When CFG is set to 1, the speed of each step doubles, effectively cutting the time spent to that of just 2 steps!

  • Sampling method: Euler, DPM
  • Schedule type: Simple

This part is important! If youโ€™re using sd-webui, the default schedule type wonโ€™t work โ€” you must change it to โ€œSimpleโ€. If youโ€™re using diffusers, you can achieve the same effect by initializing the scheduler with timestep_spacing="trailing".

As for ComfyUI, I havenโ€™t used it myself, but there should be a similar option. If anyone knows, please share it in the comments.

Since this LoRA was trained on WAI, it performs best with WAI series models. However, it can still be used with other illustrious and NoobAI series models, though the results may be slightly less optimal.


WAI-illustrious-Rectified-4Steps

4ใ‚นใƒ†ใƒƒใƒ—ใง้ซ˜ๅ“่ณชใชใ‚คใƒฉใ‚นใƒˆใŒ็”Ÿๆˆใงใใ‚‹ใฎใงใ€ใ‚‚ใ†ใŠๆฏใ•ใ‚“ใซใ€ŒใŠ้‡‘ใŒใชใใฆRTX 5090ใŒ่ฒทใˆใชใ„ใ€ใชใ‚“ใฆๅฟƒ้…ใ•ใ›ใ‚‹ใ“ใจใฏใ‚ใ‚Šใพใ›ใ‚“๏ผ

ไปŠๅ›žใฏWAI-illustriousใ‚’ใƒ™ใƒผใ‚นใƒขใƒ‡ใƒซใจใ—ใฆLoRAใ‚’ใƒˆใƒฌใƒผใƒ‹ใƒณใ‚ฐใ—ใพใ—ใŸใ€‚ใ“ใ‚Œใซใ‚ˆใ‚Šใ€ใฟใชใ•ใ‚“ใŒๅฅฝใใชใƒใƒผใ‚ธใƒงใƒณใจ็ต„ใฟๅˆใ‚ใ›ใฆไฝฟ็”จใงใใพใ™ใ€‚

ๆŽจๅฅจใ•ใ‚Œใ‚‹ใƒ‘ใƒฉใƒกใƒผใ‚ฟ

  • CFG scale๏ผš1
  • Sampling steps๏ผš4

CFGใ‚’1ใซ่จญๅฎšใ™ใ‚‹ใจใ€ๅ„ใ‚นใƒ†ใƒƒใƒ—ใฎ้€ŸๅบฆใŒใ•ใ‚‰ใซ2ๅ€้€Ÿใใชใ‚Šใพใ™ใ€‚ใคใพใ‚Šใ€ๅฎŸ่ณช2ใ‚นใƒ†ใƒƒใƒ—ๅˆ†ใฎๆ™‚้–“ใง4ใ‚นใƒ†ใƒƒใƒ—ใŒๅฎŒไบ†ใ™ใ‚‹ใ‚คใƒกใƒผใ‚ธใงใ™๏ผ

  • Sampling method๏ผšEulerใ€DPM
  • Schedule type๏ผšSimple

Schedule typeใฏ้žๅธธใซ้‡่ฆใงใ™๏ผ sd-webuiใฎๅ ดๅˆใ€ใƒ‡ใƒ•ใ‚ฉใƒซใƒˆใฎใ‚นใ‚ฑใ‚ธใƒฅใƒผใƒซใ‚ฟใ‚คใƒ—ใฏไฝฟ็”จใงใใพใ›ใ‚“ใ€‚ๅฟ…ใšใ€ŒSimpleใ€ใซๅค‰ๆ›ดใ—ใฆใใ ใ•ใ„ใ€‚ diffusersใ‚’ไฝฟ็”จใ™ใ‚‹ๅ ดๅˆใฏใ€SchedulerใฎๅˆๆœŸๅŒ–ๆ™‚ใซ timestep_spacing="trailing" ใ‚’ๆŒ‡ๅฎšใ™ใ‚‹ใ“ใจใงๅŒๆง˜ใฎๅŠนๆžœใŒๅพ—ใ‚‰ใ‚Œใพใ™ใ€‚ ComfyUIใฎๅ ดๅˆใฏโ€ฆโ€ฆๆญฃ็›ดใ€็งใฏไฝฟใฃใŸใ“ใจใŒใชใ„ใฎใงๅˆ†ใ‹ใ‚Šใพใ›ใ‚“ใ€‚็Ÿฅใฃใฆใ„ใ‚‹ๆ–นใŒใ„ใ‚Œใฐใ‚ณใƒกใƒณใƒˆใงๆ•™ใˆใฆใใ ใ•ใ„ใ€‚

ใ“ใฎLoRAใฏWAIไธŠใงใƒˆใƒฌใƒผใƒ‹ใƒณใ‚ฐใ•ใ‚Œใฆใ„ใ‚‹ใŸใ‚ใ€WAIใ‚ทใƒชใƒผใ‚บใƒขใƒ‡ใƒซใจ็ต„ใฟๅˆใ‚ใ›ใ‚‹ใจๆœ€ใ‚‚่‰ฏใ„ๅŠนๆžœใŒๅพ—ใ‚‰ใ‚Œใพใ™ใ€‚ ใใฎไป–ใฎillustriousใ‚„NoobAIใ‚ทใƒชใƒผใ‚บใงใ‚‚ไฝฟ็”จใงใใพใ™ใŒใ€่‹ฅๅนฒใฎๅ“่ณชใฎใฐใ‚‰ใคใใŒใ‚ใ‚‹ใ‹ใ‚‚ใ—ใ‚Œใพใ›ใ‚“ใ€‚


Not Used (Sampling steps:4)

![1](https://images-ng.pixai.art/images/orig/fb30dad1-3313-400b-8053-cd2009c315ec)

Used (Sampling steps:4)

![2](https://images-ng.pixai.art/images/orig/7022396c-8464-4d41-9ade-36d9d4a13d6f)

Used (Sampling steps:12)

![3](https://images-ng.pixai.art/images/orig/571a2c99-ef2f-4940-b689-2eb58fa1512a)

๋Œ“๊ธ€

WAI-illustrious-Rectified-4Steps์œผ๋กœ ๋งŒ๋“  ์ž‘ํ’ˆ

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