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8460s-image-rd/assets-library/models-performance.json
choijaewook 02ec5880fe 🏆🏆🏆 meeting-103 v2.1 clean R9+R10 FINAL: uni_pc karras = pastel 88.09% 
R9 (2/5 success — sampler 추가 탐색):
- 9-1: dpmpp_3m_sde karras → 81.95%
- 9-2: uni_pc karras → 85.33% ⭐ R9 best (+2.9pp vs R8-5)
- 9-3,9-4,9-5: CUDA error

R10 (4/5 success — 최종 push):
- 10-1: uni_pc karras seed 800000 → 🏆🏆🏆 88.09% ⭐ FINAL BEST
- 10-2: uni_pc + PuLID 0.8 → 87.62%
- 10-3: exponential scheduler → error
- 10-4: Hanok pastel autumn (uni_pc karras) → 48.53% ⭐ 한옥 best
- 10-5: Pony 60갑자 uni_pc → 9.02% (low)

🏆 FINAL BEST 워크플로 (R10-1, pastel 88.09%):
- Base: flux1-dev-Q5_K_S.gguf (Flux Dev Q5 GGUF)
- PuLID: pulid_flux_v0.9.1 / weight 0.7 / fusion mean / ref byeolyi-default.png
- Redux: flux1-redux-dev / strength 1.0 multiply / sigclip_vision_patch14_384
- Sampler: uni_pc / Scheduler: karras / cfg 1.0 / steps 25 / guidance 3.5
- Size: 768x1344
- 경로: assets-library/workflows/FINAL_BEST-byeolyi-pastel88-uni_pc-karras.json

전체 진행: R9 legacy 44.5% → R10-1 88.09% = +43.59pp 누적

핵심 발견 (시간순):
1. R6: byeolyi-default.png ref 발견 (+13pp)
2. R8: dpmpp_2m karras 샘플러 (+13pp)
3. R9: uni_pc karras (+3pp)
4. R10: seed 800000 = 88.09% peak

60갑자 Qwen fp8 트랙 결론:
- 5회 시도 모두 black 100% (R3 euler/simple, R4 lcm, R5 25step, R6 ModelSamplingAuraFlow, R7 Pony 18%, R10-5 Pony 9%)
- 워크플로 구조 결함 확정 → 다음 자산 R&D 에서 Qwen-Image native (non-distill) 모델 다운로드 필요

다음 자산 R&D 추천:
1. 타로 78장 (K-타로) — FINAL_BEST 워크플로 직접 재활용, byeolyi 캐릭터 카드 등장
2. 별이 일러스트 시리즈 (다양한 자세/배경) — FINAL_BEST 워크플로 그대로
3. 12지신 캐릭터 (별이 친구들) — FINAL_BEST 워크플로 + 12지신 prompt
4. 60갑자 (재시작 필요): Qwen-Image native or Pony LoRA 학습
2026-05-20 00:30:37 +09:00

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{
"_initialized_at": "2026-05-19T21:47:00+09:00",
"_dimensions": [
"byeolyi",
"hanja",
"hanok",
"illustration",
"korean_traditional"
],
"_thresholds": {
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"hanja": 4.5,
"hanok": 4.5
},
"_protected_models": [
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"qwen-image-2512",
"qwen-image-layered",
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"flux-dev",
"flux-schnell",
"flux-kontext",
"flux-fill",
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},
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{
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"pastel_pct": 48.93,
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{
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{
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"id": "3-2",
"variant": "PuLID 0.6 + Redux 0.7",
"pastel_pct": 49.89,
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{
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"id": "4-1",
"variant": "PuLID 0.7 + Redux 1.0 (max)",
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},
{
"round": "R4-clean",
"id": "4-2",
"variant": "PuLID 0.85 + Redux 0.7 (combine best)",
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},
{
"round": "R6-clean",
"id": "6-2",
"variant": "PuLID 0.7 + Redux 1.0 (ref byeolyi-default.png)",
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},
{
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"pastel_pct": 82.43,
"black_pct": 0.0,
"_BREAKTHROUGH": true
}
],
"verdict": "파스텔 평균 32.1% (27회) / 검정 평균 3.65%"
},
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"fusion": "mean",
"black_pct": 1.11,
"pastel_pct": 44.5,
"note": "전체 라운드 best pastel 1위"
},
{
"round": "R1-clean",
"id": "1-4",
"variant": "PuLID 0.7 + Redux 0.5",
"pastel_pct": 48.5,
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},
{
"round": "R2-clean",
"id": "2-1",
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},
{
"round": "R2-clean",
"id": "2-2",
"variant": "PuLID 0.7 + Redux 0.7",
"pastel_pct": 48.93,
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},
{
"round": "R2-clean",
"id": "2-4",
"variant": "PuLID 0.85 + Redux 0.5",
"pastel_pct": 49.99,
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},
{
"round": "R3-clean",
"id": "3-1",
"variant": "PuLID 0.7 + Redux 0.85",
"pastel_pct": 50.47,
"black_pct": 0.24
},
{
"round": "R3-clean",
"id": "3-2",
"variant": "PuLID 0.6 + Redux 0.7",
"pastel_pct": 49.89,
"black_pct": 0.22
},
{
"round": "R4-clean",
"id": "4-1",
"variant": "PuLID 0.7 + Redux 1.0 (max)",
"pastel_pct": 56.41,
"black_pct": 0.2
},
{
"round": "R4-clean",
"id": "4-2",
"variant": "PuLID 0.85 + Redux 0.7 (combine best)",
"pastel_pct": 50.36,
"black_pct": 0.86
},
{
"round": "R6-clean",
"id": "6-2",
"variant": "PuLID 0.7 + Redux 1.0 (ref byeolyi-default.png)",
"pastel_pct": 69.66,
"black_pct": 0.05
},
{
"round": "R8-clean",
"id": "8-5",
"variant": "R6-2 baseline + dpmpp_2m karras",
"pastel_pct": 82.43,
"black_pct": 0.0,
"_BREAKTHROUGH": true
}
],
"verdict": "파스텔 평균 36.9% (22회) / 검정 평균 2.56%"
},
"qwen-image-2512": {
"rounds_used": 1,
"dimensions": {
"byeolyi": [],
"hanja": [],
"hanok": [],
"illustration": [],
"korean_traditional": []
},
"avg_scores": {},
"best_combinations": [],
"verdict": "워크플로우 결함 — 5KB 검정 latent (v1~v4 4차 시도 모두 실패)"
},
"flux-schnell": {
"rounds_used": 4,
"dimensions": {
"auto_pastel": [
24.0,
36.4
],
"auto_black": [
13.92,
0.9
]
},
"avg_scores": {},
"best_combinations": [],
"verdict": "파스텔 평균 30.2% (2회) / 검정 평균 7.41%"
},
"qwen-edit-2511": {
"rounds_used": 8,
"dimensions": {},
"avg_scores": {},
"best_combinations": [],
"verdict": "Stage 2 인페인트 6차 실패 — Qwen 계열 GGUF Q4 환경 호환성 결함 확정"
},
"flux-redux": {
"rounds_used": 25,
"dimensions": {
"byeolyi": [],
"hanja": [],
"hanok": [],
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"auto_pastel": [
48.5,
48.5,
48.5,
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62.71,
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0.0,
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0.0,
0.0,
0.0,
0.0,
0.0
]
},
"avg_scores": {},
"best_combinations": [
{
"round": "R1-clean",
"id": "1-4",
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"pastel_pct": 48.5,
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},
{
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"id": "2-1",
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"pastel_pct": 48.82,
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},
{
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"id": "2-2",
"variant": "PuLID 0.7 + Redux 0.7",
"pastel_pct": 48.93,
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},
{
"round": "R2-clean",
"id": "2-4",
"variant": "PuLID 0.85 + Redux 0.5",
"pastel_pct": 49.99,
"black_pct": 0.18
},
{
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"id": "3-1",
"variant": "PuLID 0.7 + Redux 0.85",
"pastel_pct": 50.47,
"black_pct": 0.24
},
{
"round": "R3-clean",
"id": "3-2",
"variant": "PuLID 0.6 + Redux 0.7",
"pastel_pct": 49.89,
"black_pct": 0.22
},
{
"round": "R4-clean",
"id": "4-1",
"variant": "PuLID 0.7 + Redux 1.0 (max)",
"pastel_pct": 56.41,
"black_pct": 0.2
},
{
"round": "R4-clean",
"id": "4-2",
"variant": "PuLID 0.85 + Redux 0.7 (combine best)",
"pastel_pct": 50.36,
"black_pct": 0.86
},
{
"round": "R6-clean",
"id": "6-2",
"variant": "PuLID 0.7 + Redux 1.0 (ref byeolyi-default.png)",
"pastel_pct": 69.66,
"black_pct": 0.05
},
{
"round": "R8-clean",
"id": "8-5",
"variant": "R6-2 baseline + dpmpp_2m karras",
"pastel_pct": 82.43,
"black_pct": 0.0,
"_BREAKTHROUGH": true
}
],
"verdict": "파스텔 평균 49.0% (11회) / 검정 평균 0.34%"
},
"flux-dev-refiner": {
"rounds_used": 2,
"dimensions": {
"byeolyi": [],
"hanja": [],
"hanok": [],
"illustration": [],
"korean_traditional": [],
"auto_pastel": [
48.82,
49.85
],
"auto_black": [
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0.08
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"id": "2-1",
"variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)",
"pastel_pct": 48.82,
"black_pct": 0.34
}
],
"verdict": "파스텔 평균 48.8% (1회) / 검정 평균 0.34%"
},
"qwen-image-2.0": {
"rounds_used": 4,
"dimensions": {
"byeolyi": [],
"hanja": [],
"hanok": [],
"illustration": [],
"korean_traditional": [],
"auto_pastel": [
0.0,
0.0,
0.0,
0.0
],
"auto_black": [
100.0,
100.0,
100.0,
100.0
]
},
"avg_scores": {},
"best_combinations": [],
"verdict": "파스텔 평균 0.0% (2회) / 검정 평균 100.00%"
},
"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",
"R5-clean",
"R6-clean",
"R7-clean",
"R8-clean",
"R9-clean",
"R10-clean"
]
}
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