4282ffa8f9
R2 5조합 (5/5 success, retry 2회 포함): - 2-1: PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3) → 48.82% (Stage 3 효과 미미) - 2-2: PuLID 0.7 + Redux 0.7 → 48.93% - 2-3: PuLID 0.7 + Redux 0.3 → 38.52% (Redux 낮으면 파스텔 감소) - 2-4: PuLID 0.85 + Redux 0.5 → 49.99% ★ R2 best & 전체 best - 2-5: 한옥 spring (cherry blossom) → 44.45% / black 4.3% R1 best (R1-4 48.5%) → R2-4 (49.99%) = +1.5 pp 갱신 R9 legacy (44.5%) → R2-4 (49.99%) = +5.5 pp 누적 학습: - PuLID weight 0.85 + Redux 0.5 multiply 조합이 0.7/0.5 보다 우월 - Redux 0.3 너무 낮음, 0.7 비슷, 0.85+ 미검증 - Stage 3 Refiner 효과 미미 (48.5% → 48.82%, +0.3pp) CUDA error 회복: - 2-3, 2-4, 2-5 첫 시도 CUDA invalid argument - ComfyUI venv 재시작 후 retry → 3/3 모두 success - 매 ~5건 후 재시작 패턴 확인됨 자산 라이브러리: - models-performance: 8 모델 추적 - workflows: winner_auto 4 (R1-4, R2-1, R2-2, R2-4) + partial 5 - prompts/proven: 7 패턴 (R1, R2 합산) R3 계획: - 3-1: PuLID 0.7 + Redux 0.85 (push redux 더 강) - 3-2: PuLID 0.6 + Redux 0.7 (PuLID 약화) - 3-3: PuLID 0.7 + Redux 0.7 @ 1024x1792 (해상도 증가) - 3-4: Qwen-Image fp8 + Lightning LoRA 60갑자 (fp8 ~20G 완료, GGUF 회피) - 3-5: Pony V6 img2img from byeolyi-ref (대안 ID 방법) 검수: D:\Vault\8460s-image-rd\eval\meeting-103-v2.1-clean-grid.html
379 lines
8.0 KiB
JSON
379 lines
8.0 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": 7,
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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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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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],
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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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]
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},
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"avg_scores": {},
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"best_combinations": [],
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"verdict": "파스텔 평균 26.1% (11회) / 검정 평균 0.24%"
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},
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"flux-dev": {
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"rounds_used": 27,
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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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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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],
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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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]
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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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"verdict": "파스텔 평균 29.1% (22회) / 검정 평균 4.23%"
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},
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"pulid-flux": {
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"rounds_used": 24,
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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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],
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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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]
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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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"verdict": "파스텔 평균 33.6% (18회) / 검정 평균 3.05%"
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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": 7,
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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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],
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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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]
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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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"verdict": "파스텔 평균 47.4% (7회) / 검정 평균 0.32%"
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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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},
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"_processed_rounds": [
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"R1-clean",
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"R2-clean"
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]
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} |