Files
8460s-image-rd/assets-library/models-performance.json
choijaewook 6623ea4172 meeting-103 v2.1 clean R1 5/5: PuLID + Redux = pastel 48.5% (R9 best 갱신)
R0 환경 점검:
- VRAM 11.7/12.4GB free (94%) — 해소 확인
- pytorch 2.12.0+cu130 + sageattention venv 검증
- 모델 인벤토리: Flux Dev Q5 GGUF, PuLID, Redux, byeolyi-ref-916 확보
- fp8 다운로드 .part 0 bytes (재개 대기)

R1 clean 5조합 (5/5 success):
- 1-1: PuLID w0.85 mean → pastel 25.7% / black 1.95%
- 1-2: PuLID w0.85 mean delayed_start 0.05 → pastel 10.0% / black 14.0% (어두움)
- 1-3: PuLID w1.0 mean → pastel 27.5% / black 0.79%
- 1-4: PuLID w0.7 + Redux 0.5 → pastel 48.5% / black 0.27% ★ R1 best
- 1-5: 한옥 baseline Flux Dev 768² → pastel 12.9% / black 11.7%

CUDA error 회복:
- 1-2 retry concat → CUDA invalid argument → 후속 1-2~1-5 모두 실패
- ComfyUI venv 재시작 (sage + pytorch 2.12) → 1-2 변형 (delayed_start)로 대체
- 재시도 4/4 모두 success

이전 R9 best (44.5%) → R1-4 (48.5%) = +4 pp 갱신

자산 라이브러리 누적:
- models-performance.json: 7 모델 추적 (flux-dev, pulid-flux, flux-redux 등)
- workflows: winner_auto 1 + partial 2
- prompts/proven: illustration_auto 패턴 3건
- prompts/failed: pastel-low + CUDA error 패턴
- prompts/negative: A_byeolyi 패턴 etc.

검수:
- Vault: D:\Vault\8460s-image-rd\eval\meeting-103-v2.1-clean-grid.html
- Gitea: results/meeting-103-v2.1-clean/round1/
2026-05-19 23:17:19 +09:00

262 lines
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JSON

{
"_initialized_at": "2026-05-19T21:47:00+09:00",
"_dimensions": [
"byeolyi",
"hanja",
"hanok",
"illustration",
"korean_traditional"
],
"_thresholds": {
"byeolyi": 8,
"hanja": 4.5,
"hanok": 4.5
},
"_protected_models": [
"qwen-image-2.0",
"qwen-image-2512",
"qwen-image-layered",
"qwen-edit-2511",
"flux-dev",
"flux-schnell",
"flux-kontext",
"flux-fill",
"flux-redux",
"pulid-flux",
"pony-v6",
"illustrious",
"lightning-lora-qwen"
],
"models": {
"pony-v6": {
"rounds_used": 7,
"dimensions": {
"byeolyi": [],
"hanja": [],
"hanok": [],
"illustration": [],
"korean_traditional": [],
"auto_pastel": [
42.5,
42.1,
41.8,
21.5,
13.1,
8.9,
21.2,
21.3,
30.8,
14.1,
29.9
],
"auto_black": [
0.61,
0.68,
0.37,
0.01,
0.01,
0.15,
0.06,
0.03,
0.41,
0.17,
0.17
]
},
"avg_scores": {},
"best_combinations": [],
"verdict": "파스텔 평균 26.1% (11회) / 검정 평균 0.24%"
},
"flux-dev": {
"rounds_used": 22,
"dimensions": {
"byeolyi": [],
"hanja": [],
"hanok": [],
"illustration": [],
"korean_traditional": [],
"auto_pastel": [
20.1,
29.7,
12.3,
9.99,
27.51,
48.5,
12.87,
25.65,
9.99,
27.51,
48.5,
12.87,
25.65,
9.99,
27.51,
48.5,
12.87
],
"auto_black": [
3.11,
0.0,
0.16,
13.98,
0.79,
0.27,
11.67,
1.95,
13.98,
0.79,
0.27,
11.67,
1.95,
13.98,
0.79,
0.27,
11.67
]
},
"avg_scores": {},
"best_combinations": [
{
"round": "R1-clean",
"id": "1-4",
"variant": "PuLID 0.7 + Redux 0.5",
"pastel_pct": 48.5,
"black_pct": 0.27
}
],
"verdict": "파스텔 평균 24.1% (17회) / 검정 평균 5.14%"
},
"pulid-flux": {
"rounds_used": 20,
"dimensions": {
"byeolyi": [],
"hanja": [],
"hanok": [],
"illustration": [],
"korean_traditional": [],
"auto_pastel": [
30.2,
33.7,
44.5,
9.99,
27.51,
48.5,
25.65,
9.99,
27.51,
48.5,
25.65,
9.99,
27.51,
48.5
],
"auto_black": [
0.73,
2.51,
1.11,
13.98,
0.79,
0.27,
1.95,
13.98,
0.79,
0.27,
1.95,
13.98,
0.79,
0.27
]
},
"avg_scores": {},
"best_combinations": [
{
"round": 9,
"id": "9-1",
"weight": 1.0,
"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,
"black_pct": 0.27
}
],
"verdict": "파스텔 평균 29.8% (14회) / 검정 평균 3.81%"
},
"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": 3,
"dimensions": {
"byeolyi": [],
"hanja": [],
"hanok": [],
"illustration": [],
"korean_traditional": [],
"auto_pastel": [
48.5,
48.5,
48.5
],
"auto_black": [
0.27,
0.27,
0.27
]
},
"avg_scores": {},
"best_combinations": [
{
"round": "R1-clean",
"id": "1-4",
"variant": "PuLID 0.7 + Redux 0.5",
"pastel_pct": 48.5,
"black_pct": 0.27
}
],
"verdict": "파스텔 평균 48.5% (3회) / 검정 평균 0.27%"
}
},
"_processed_rounds": [
"R1-clean"
]
}