meeting-103 v2.1 clean R3+R4 : PuLID 0.7+Redux 1.0 = pastel 56.41% (전체 best 갱신)

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)
This commit is contained in:
choijaewook
2026-05-19 23:49:55 +09:00
parent 4282ffa8f9
commit 74a0415e8c
28 changed files with 1666 additions and 65 deletions

View File

@@ -29,7 +29,7 @@
],
"models": {
"pony-v6": {
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"rounds_used": 8,
"dimensions": {
"byeolyi": [],
"hanja": [],
@@ -47,7 +47,8 @@
21.3,
30.8,
14.1,
29.9
29.9,
77.3
],
"auto_black": [
0.61,
@@ -60,15 +61,24 @@
0.03,
0.41,
0.17,
0.17
0.17,
0.03
]
},
"avg_scores": {},
"best_combinations": [],
"verdict": "파스텔 평균 26.1% (11회) / 검정 평균 0.24%"
"best_combinations": [
{
"round": "R3-clean",
"id": "3-5",
"variant": "Pony V6 img2img from byeolyi-ref (denoise 0.65)",
"pastel_pct": 77.3,
"black_pct": 0.03
}
],
"verdict": "파스텔 평균 30.4% (12회) / 검정 평균 0.23%"
},
"flux-dev": {
"rounds_used": 27,
"rounds_used": 32,
"dimensions": {
"byeolyi": [],
"hanja": [],
@@ -97,7 +107,12 @@
48.93,
38.52,
49.99,
44.45
44.45,
50.47,
49.89,
56.41,
50.36,
17.72
],
"auto_black": [
3.11,
@@ -121,7 +136,12 @@
0.46,
0.48,
0.18,
4.3
4.3,
0.24,
0.22,
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0.86,
3.97
]
},
"avg_scores": {},
@@ -153,12 +173,40 @@
"variant": "PuLID 0.85 + Redux 0.5",
"pastel_pct": 49.99,
"black_pct": 0.18
},
{
"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
}
],
"verdict": "파스텔 평균 29.1% (22회) / 검정 평균 4.23%"
"verdict": "파스텔 평균 32.1% (27회) / 검정 평균 3.65%"
},
"pulid-flux": {
"rounds_used": 24,
"rounds_used": 28,
"dimensions": {
"byeolyi": [],
"hanja": [],
@@ -183,7 +231,11 @@
48.82,
48.93,
38.52,
49.99
49.99,
50.47,
49.89,
56.41,
50.36
],
"auto_black": [
0.73,
@@ -203,7 +255,11 @@
0.34,
0.46,
0.48,
0.18
0.18,
0.24,
0.22,
0.2,
0.86
]
},
"avg_scores": {},
@@ -244,9 +300,37 @@
"variant": "PuLID 0.85 + Redux 0.5",
"pastel_pct": 49.99,
"black_pct": 0.18
},
{
"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
}
],
"verdict": "파스텔 평균 33.6% (18회) / 검정 평균 3.05%"
"verdict": "파스텔 평균 36.9% (22회) / 검정 평균 2.56%"
},
"qwen-image-2512": {
"rounds_used": 1,
@@ -285,7 +369,7 @@
"verdict": "Stage 2 인페인트 6차 실패 — Qwen 계열 GGUF Q4 환경 호환성 결함 확정"
},
"flux-redux": {
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"rounds_used": 11,
"dimensions": {
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"hanja": [],
@@ -299,7 +383,11 @@
48.82,
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49.99
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@@ -308,7 +396,11 @@
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0.18
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},
"avg_scores": {},
@@ -340,9 +432,37 @@
"variant": "PuLID 0.85 + Redux 0.5",
"pastel_pct": 49.99,
"black_pct": 0.18
},
{
"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
}
],
"verdict": "파스텔 평균 47.4% (7회) / 검정 평균 0.32%"
"verdict": "파스텔 평균 49.0% (11회) / 검정 평균 0.34%"
},
"flux-dev-refiner": {
"rounds_used": 1,
@@ -370,10 +490,54 @@
}
],
"verdict": "파스텔 평균 48.8% (1회) / 검정 평균 0.34%"
},
"qwen-image-2.0": {
"rounds_used": 2,
"dimensions": {
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"hanja": [],
"hanok": [],
"illustration": [],
"korean_traditional": [],
"auto_pastel": [
0.0,
0.0
],
"auto_black": [
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]
},
"avg_scores": {},
"best_combinations": [],
"verdict": "파스텔 평균 0.0% (2회) / 검정 평균 100.00%"
},
"lightning-lora-qwen": {
"rounds_used": 2,
"dimensions": {
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"hanja": [],
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"auto_pastel": [
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],
"auto_black": [
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},
"avg_scores": {},
"best_combinations": [],
"verdict": "파스텔 평균 0.0% (2회) / 검정 평균 100.00%"
}
},
"_processed_rounds": [
"R1-clean",
"R2-clean"
"R2-clean",
"R3-clean",
"R4-clean"
]
}

View File

@@ -90,5 +90,29 @@
"black_pct": 13.98,
"note": "auto-classified pastel-low (delayed start_at + concat replacement)"
}
],
"flux-dev-pulid-redux-1024x1792-VAEDecode-OOM-R3": [
{
"round": "R3-clean",
"id": "3-3",
"variant": "PuLID 0.7 + Redux 0.7 @ 1024x1792",
"error": "CUDA invalid argument at VAEDecode (memory pressure with 768->1024 upscale)"
}
],
"qwen-fp8-lightning-lora-scheduler-simple-cfg1-black-output-R3": [
{
"round": "R3-clean",
"id": "3-4",
"variant": "Qwen fp8 + Lightning LoRA 4-step euler/simple cfg=1.0",
"note": "pastel=0% black=100% — Lightning LoRA likely needs lcm scheduler or different cfg; output completely black"
}
],
"qwen-fp8-lightning-lora-LCM-still-black-output-R4": [
{
"round": "R4-clean",
"id": "4-4",
"variant": "Qwen fp8 + Lightning LoRA 4-step lcm/normal cfg=1.0",
"note": "pastel=0% black=100% — lcm scheduler 도 해결 X, Lightning LoRA strength_clip=1.0 부적절 의심"
}
]
}

View File

@@ -112,6 +112,69 @@
],
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}
],
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]
}
}

View File

@@ -1,5 +1,5 @@
{
"count": 8,
"count": 13,
"winner": [
{
"name": "winner_auto-illustration_auto-R1-clean-1-4-flux-dev.json",
@@ -81,6 +81,104 @@
"타로 78장",
"별이 일러스트 시리즈"
]
},
{
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{
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},
{
"name": "winner_auto-illustration_auto-R3-clean-3-5-pony-v6.json",
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"round": "R3-clean",
"variant": "Pony V6 img2img from byeolyi-ref (denoise 0.65)",
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"별이 일러스트 시리즈"
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},
{
"name": "winner_auto-illustration_auto-R4-clean-4-1-flux-dev.json",
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},
{
"name": "winner_auto-illustration_auto-R4-clean-4-2-flux-dev.json",
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"별이 일러스트 시리즈"
]
}
],
"partial": [

View File

@@ -0,0 +1,210 @@
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View File

@@ -0,0 +1,210 @@
{
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View File

@@ -0,0 +1,97 @@
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}

View File

@@ -0,0 +1,210 @@
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View File

@@ -0,0 +1,210 @@
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