AI_LoRA_3종 test - 100-hours-a-week/16-Hot6-wiki GitHub Wiki

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LoRA 소개

OTT LoRA

  • 데스크 셋업 이미지 366장으로 학습한 우리 서비스 특화 LoRA
  • Kohya_ss_LoRA_trainer_XL로 학습 Link참조
  • Base Model: Fluently-XL-v2, SDXL 파인튜닝 모델로 이미지 생성 테스트시 조금 더 나은 성능을 보여주어 해당 모델로 설정 Link참조

3D_Officer

  • CivitAI에 제공된 SDXL 기반 LoRA, Link참조

Dalle-3-xl-v2

  • SDXL기반 LoRA, Link참조

LoRA Settings

  • dalle_only: Dalle(1.0)
  • ott_only: ott(1.0)
  • 3d_only: 3d(1.0)
  • dalle_ott: dalle(0.7), ott(0.5)
  • dalle_3d: dalle(0.7), 3d(0.5)
  • ott_3d: ott(0.7), 3d(0.5)
  • mix: dalle(0.6), ott(0.4), 3d(0.4)

Test 1

  • Prompt: "A clean, modern desk setup in a white-toned minimalist room with an ultrawide monitor and a neat mechanical keyboard, photorealistic, ultra high resolution."
  • Negative Prompt: "blurry, low quality, noisy, distorted, deformed, bad proportions, text, watermark, messy, cluttered background, cartoon, anime, painting, sketch"
dalle_only ott_only 3d_only dalle_ott dalle_3d ott_3d mix
image base_only ott_only 3d_only base_ott base_3d ott_3d mix
VRAM 약 8.72GB 약 8.72GB 약 8.72GB 약 8.72GB 약 8.72GB 약 8.72GB 약 8.72GB

Test 2

  • Prompt: "A clean modern desk setup with a dark wooden desk, a large monitor, a white mini PC, potted plants, a wireless ergonomic mouse, a mechanical keyboard with colorful keycaps on a felt mat, natural daylight, cozy and minimalistic."
  • Negative Prompt: "blurry, low quality, noisy, distorted, deformed, bad proportions, text, watermark, messy, cluttered background, cartoon, anime, painting, sketch"
dalle_only ott_only 3d_only dalle_ott dalle_3d ott_3d mix
image base_only-2 ott_only-2 3d_only-2 base_ott-2 base_3d-2 ott_3d-2 mix-2
VRAM 약 8.72GB 약 8.72GB 약 8.72GB 약 8.72GB 약 8.72GB 약 8.72GB 약 8.72GB