74a0415e8c
R3 (4/5 success): - 3-1: PuLID 0.7 + Redux 0.85 → 50.47% (R2 best 49.99% 갱신) - 3-2: PuLID 0.6 + Redux 0.7 → 49.89% - 3-3: 1024x1792 → CUDA OOM at VAEDecode - 3-4: Qwen fp8 + Lightning LoRA euler/simple → 0%/100% (검정 완전) - 3-5: Pony V6 img2img byeolyi-ref → 77.3% (img2img 0.65 denoise, 원본 색 보존) R4 (3/5 success, 별이 새 best): - 4-1: PuLID 0.7 + Redux 1.0 (max) → 56.41% ★ 전체 best - 4-2: PuLID 0.85 + Redux 0.7 → 50.36% - 4-3: Stage 3 Refiner → CUDA error at ApplyPulidFlux - 4-4: Qwen fp8 lcm/normal → 0%/100% (Lightning LoRA 문제 미해결) - 4-5: 한옥 summer (green pines) → 17.7%/3.97% 학습: - Redux strength 0.5 → 0.7 → 0.85 → 1.0 단조 증가 (56.41% sweet spot) - PuLID 0.7 fixed, Redux 1.0 max = 최강 - Qwen fp8 + Lightning LoRA 결합 = 2회 연속 검정 출력 (워크플로 구조 문제) - 한옥 summer < spring (44.45%) — 색감 자체가 차분 진행: R9 legacy 44.5% → R1 48.5% → R2 49.99% → R3 50.47% → R4 56.41% (+11.91pp) 자산 라이브러리: - workflows: winner_auto 7 + partial 7 - prompts/failed: 9 패턴 (Qwen 계열 2건 추가)
543 lines
12 KiB
JSON
543 lines
12 KiB
JSON
{
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"_initialized_at": "2026-05-19T21:47:00+09:00",
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"_dimensions": [
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"byeolyi",
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"hanja",
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"hanok",
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"illustration",
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"korean_traditional"
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],
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"_thresholds": {
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"byeolyi": 8,
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"hanja": 4.5,
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"hanok": 4.5
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},
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"_protected_models": [
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"qwen-image-2.0",
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"qwen-image-2512",
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"qwen-image-layered",
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"qwen-edit-2511",
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"flux-dev",
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"flux-schnell",
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"flux-kontext",
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"flux-fill",
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"flux-redux",
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"pulid-flux",
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"pony-v6",
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"illustrious",
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"lightning-lora-qwen"
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],
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"models": {
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"pony-v6": {
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"rounds_used": 8,
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"dimensions": {
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"byeolyi": [],
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"hanja": [],
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"hanok": [],
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"illustration": [],
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42.5,
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42.1,
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41.8,
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21.5,
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13.1,
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8.9,
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21.2,
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21.3,
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30.8,
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14.1,
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29.9,
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77.3
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],
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"auto_black": [
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0.61,
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0.68,
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0.37,
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0.01,
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0.01,
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0.15,
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0.06,
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0.03,
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0.41,
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0.17,
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0.17,
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0.03
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]
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},
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"avg_scores": {},
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"best_combinations": [
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{
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"round": "R3-clean",
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"id": "3-5",
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"variant": "Pony V6 img2img from byeolyi-ref (denoise 0.65)",
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"pastel_pct": 77.3,
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"black_pct": 0.03
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}
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],
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"verdict": "파스텔 평균 30.4% (12회) / 검정 평균 0.23%"
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},
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"flux-dev": {
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"rounds_used": 32,
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"dimensions": {
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"byeolyi": [],
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"hanja": [],
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"hanok": [],
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"illustration": [],
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20.1,
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29.7,
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12.3,
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9.99,
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27.51,
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48.5,
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12.87,
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25.65,
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9.99,
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27.51,
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48.5,
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12.87,
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25.65,
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9.99,
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27.51,
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48.5,
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12.87,
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48.82,
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48.93,
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38.52,
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49.99,
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44.45,
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50.47,
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49.89,
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56.41,
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50.36,
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17.72
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],
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"auto_black": [
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3.11,
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0.0,
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0.16,
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13.98,
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0.79,
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0.27,
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11.67,
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1.95,
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13.98,
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0.79,
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0.27,
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11.67,
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1.95,
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13.98,
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0.79,
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0.27,
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11.67,
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0.34,
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0.46,
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0.48,
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0.18,
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4.3,
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0.24,
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0.22,
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0.2,
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0.86,
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3.97
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]
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},
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"avg_scores": {},
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"best_combinations": [
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{
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"round": "R1-clean",
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"id": "1-4",
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"variant": "PuLID 0.7 + Redux 0.5",
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"pastel_pct": 48.5,
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"black_pct": 0.27
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},
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{
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"round": "R2-clean",
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"id": "2-1",
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"variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)",
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"pastel_pct": 48.82,
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"black_pct": 0.34
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},
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{
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"round": "R2-clean",
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"id": "2-2",
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"variant": "PuLID 0.7 + Redux 0.7",
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"pastel_pct": 48.93,
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"black_pct": 0.46
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},
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{
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"round": "R2-clean",
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"id": "2-4",
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"variant": "PuLID 0.85 + Redux 0.5",
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"pastel_pct": 49.99,
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"black_pct": 0.18
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},
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{
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"round": "R3-clean",
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"id": "3-1",
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"variant": "PuLID 0.7 + Redux 0.85",
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"pastel_pct": 50.47,
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"black_pct": 0.24
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},
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{
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"round": "R3-clean",
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"id": "3-2",
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"variant": "PuLID 0.6 + Redux 0.7",
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"pastel_pct": 49.89,
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"black_pct": 0.22
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},
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{
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"round": "R4-clean",
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"id": "4-1",
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"variant": "PuLID 0.7 + Redux 1.0 (max)",
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"pastel_pct": 56.41,
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"black_pct": 0.2
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},
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{
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"round": "R4-clean",
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"id": "4-2",
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"variant": "PuLID 0.85 + Redux 0.7 (combine best)",
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"pastel_pct": 50.36,
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"black_pct": 0.86
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}
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],
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"verdict": "파스텔 평균 32.1% (27회) / 검정 평균 3.65%"
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},
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"pulid-flux": {
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"rounds_used": 28,
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"dimensions": {
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"byeolyi": [],
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"hanja": [],
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"hanok": [],
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"illustration": [],
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"korean_traditional": [],
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"auto_pastel": [
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30.2,
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33.7,
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44.5,
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9.99,
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27.51,
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48.5,
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25.65,
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9.99,
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27.51,
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48.5,
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25.65,
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9.99,
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27.51,
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48.5,
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48.82,
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48.93,
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38.52,
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49.99,
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50.47,
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49.89,
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56.41,
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50.36
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],
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"auto_black": [
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0.73,
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2.51,
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1.11,
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13.98,
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0.79,
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0.27,
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1.95,
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13.98,
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0.79,
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0.27,
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1.95,
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13.98,
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0.79,
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0.27,
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0.34,
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0.46,
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0.48,
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0.18,
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0.24,
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0.22,
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0.2,
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0.86
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]
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},
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"avg_scores": {},
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"best_combinations": [
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{
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"round": 9,
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"id": "9-1",
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"weight": 1.0,
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"fusion": "mean",
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"black_pct": 1.11,
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"pastel_pct": 44.5,
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"note": "전체 라운드 best pastel 1위"
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},
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{
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"round": "R1-clean",
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"id": "1-4",
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"variant": "PuLID 0.7 + Redux 0.5",
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"pastel_pct": 48.5,
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"black_pct": 0.27
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},
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{
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"round": "R2-clean",
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"id": "2-1",
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"variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)",
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"pastel_pct": 48.82,
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"black_pct": 0.34
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},
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{
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"round": "R2-clean",
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"id": "2-2",
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"variant": "PuLID 0.7 + Redux 0.7",
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"pastel_pct": 48.93,
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"black_pct": 0.46
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},
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{
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"round": "R2-clean",
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"id": "2-4",
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"variant": "PuLID 0.85 + Redux 0.5",
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"pastel_pct": 49.99,
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"black_pct": 0.18
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},
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{
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"round": "R3-clean",
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"id": "3-1",
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"variant": "PuLID 0.7 + Redux 0.85",
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"pastel_pct": 50.47,
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"black_pct": 0.24
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},
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{
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"round": "R3-clean",
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"id": "3-2",
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"variant": "PuLID 0.6 + Redux 0.7",
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"pastel_pct": 49.89,
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"black_pct": 0.22
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},
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{
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"round": "R4-clean",
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"id": "4-1",
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"variant": "PuLID 0.7 + Redux 1.0 (max)",
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"pastel_pct": 56.41,
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"black_pct": 0.2
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},
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{
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"round": "R4-clean",
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"id": "4-2",
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"variant": "PuLID 0.85 + Redux 0.7 (combine best)",
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"pastel_pct": 50.36,
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"black_pct": 0.86
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}
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],
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"verdict": "파스텔 평균 36.9% (22회) / 검정 평균 2.56%"
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},
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"qwen-image-2512": {
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"rounds_used": 1,
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"dimensions": {
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"byeolyi": [],
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"hanja": [],
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"hanok": [],
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"illustration": [],
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"korean_traditional": []
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},
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"avg_scores": {},
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"best_combinations": [],
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"verdict": "워크플로우 결함 — 5KB 검정 latent (v1~v4 4차 시도 모두 실패)"
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},
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"flux-schnell": {
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"rounds_used": 4,
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"dimensions": {
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"auto_pastel": [
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24.0,
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36.4
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],
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"auto_black": [
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13.92,
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0.9
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]
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},
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"avg_scores": {},
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"best_combinations": [],
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"verdict": "파스텔 평균 30.2% (2회) / 검정 평균 7.41%"
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},
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"qwen-edit-2511": {
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"rounds_used": 8,
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"dimensions": {},
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"avg_scores": {},
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"best_combinations": [],
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"verdict": "Stage 2 인페인트 6차 실패 — Qwen 계열 GGUF Q4 환경 호환성 결함 확정"
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},
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"flux-redux": {
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"rounds_used": 11,
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"dimensions": {
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"byeolyi": [],
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"hanja": [],
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"hanok": [],
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"illustration": [],
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"korean_traditional": [],
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"auto_pastel": [
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48.5,
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48.5,
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48.5,
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48.82,
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48.93,
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38.52,
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49.99,
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50.47,
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49.89,
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56.41,
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50.36
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],
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"auto_black": [
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0.27,
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0.27,
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0.27,
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0.34,
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0.46,
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0.48,
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0.18,
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0.24,
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0.22,
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0.2,
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0.86
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]
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},
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"avg_scores": {},
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"best_combinations": [
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{
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"round": "R1-clean",
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"id": "1-4",
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"variant": "PuLID 0.7 + Redux 0.5",
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"pastel_pct": 48.5,
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"black_pct": 0.27
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},
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{
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"round": "R2-clean",
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"id": "2-1",
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"variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)",
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"pastel_pct": 48.82,
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"black_pct": 0.34
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},
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{
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"round": "R2-clean",
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"id": "2-2",
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"variant": "PuLID 0.7 + Redux 0.7",
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"pastel_pct": 48.93,
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"black_pct": 0.46
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},
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{
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"round": "R2-clean",
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"id": "2-4",
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"variant": "PuLID 0.85 + Redux 0.5",
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"pastel_pct": 49.99,
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"black_pct": 0.18
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},
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{
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"round": "R3-clean",
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"id": "3-1",
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"variant": "PuLID 0.7 + Redux 0.85",
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"pastel_pct": 50.47,
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"black_pct": 0.24
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},
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{
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"round": "R3-clean",
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"id": "3-2",
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"variant": "PuLID 0.6 + Redux 0.7",
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"pastel_pct": 49.89,
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"black_pct": 0.22
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},
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{
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"round": "R4-clean",
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"id": "4-1",
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"variant": "PuLID 0.7 + Redux 1.0 (max)",
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"pastel_pct": 56.41,
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"black_pct": 0.2
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},
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{
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"round": "R4-clean",
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"id": "4-2",
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"variant": "PuLID 0.85 + Redux 0.7 (combine best)",
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"pastel_pct": 50.36,
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"black_pct": 0.86
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}
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],
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"verdict": "파스텔 평균 49.0% (11회) / 검정 평균 0.34%"
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},
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"flux-dev-refiner": {
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"rounds_used": 1,
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"dimensions": {
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"byeolyi": [],
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"hanja": [],
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"hanok": [],
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"illustration": [],
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"korean_traditional": [],
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"auto_pastel": [
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48.82
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],
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"auto_black": [
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0.34
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]
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},
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"avg_scores": {},
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"best_combinations": [
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{
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"round": "R2-clean",
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"id": "2-1",
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"variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)",
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"pastel_pct": 48.82,
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"black_pct": 0.34
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}
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],
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"verdict": "파스텔 평균 48.8% (1회) / 검정 평균 0.34%"
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},
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"qwen-image-2.0": {
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"rounds_used": 2,
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"dimensions": {
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"byeolyi": [],
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"hanja": [],
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"hanok": [],
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"illustration": [],
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"korean_traditional": [],
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"auto_pastel": [
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0.0,
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0.0
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],
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"auto_black": [
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100.0,
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100.0
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]
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},
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"avg_scores": {},
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"best_combinations": [],
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"verdict": "파스텔 평균 0.0% (2회) / 검정 평균 100.00%"
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},
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"lightning-lora-qwen": {
|
|
"rounds_used": 2,
|
|
"dimensions": {
|
|
"byeolyi": [],
|
|
"hanja": [],
|
|
"hanok": [],
|
|
"illustration": [],
|
|
"korean_traditional": [],
|
|
"auto_pastel": [
|
|
0.0,
|
|
0.0
|
|
],
|
|
"auto_black": [
|
|
100.0,
|
|
100.0
|
|
]
|
|
},
|
|
"avg_scores": {},
|
|
"best_combinations": [],
|
|
"verdict": "파스텔 평균 0.0% (2회) / 검정 평균 100.00%"
|
|
}
|
|
},
|
|
"_processed_rounds": [
|
|
"R1-clean",
|
|
"R2-clean",
|
|
"R3-clean",
|
|
"R4-clean"
|
|
]
|
|
} |