2026-05-19 22:03:19 +09:00
|
|
|
{
|
|
|
|
|
"pony-v6": {
|
|
|
|
|
"score_tags": {
|
|
|
|
|
"score_9_score_8_up_score_7_up": {
|
|
|
|
|
"rounds_seen": [
|
|
|
|
|
1,
|
|
|
|
|
2
|
|
|
|
|
],
|
|
|
|
|
"consistent_pastel_42_pct": true,
|
|
|
|
|
"use_cases": [
|
|
|
|
|
"A 별이",
|
|
|
|
|
"C 한자카드"
|
|
|
|
|
]
|
|
|
|
|
}
|
2026-05-19 22:08:58 +09:00
|
|
|
},
|
|
|
|
|
"single_model_stable": {
|
|
|
|
|
"rounds_confirmed": [
|
|
|
|
|
1,
|
|
|
|
|
2,
|
|
|
|
|
4
|
|
|
|
|
],
|
|
|
|
|
"consistent_black_pct": "<= 0.68%",
|
|
|
|
|
"consistent_pastel_pct_range": "13-42% (해상도·프롬프트 영향)",
|
|
|
|
|
"verdict": "Pony 단일 모델 = 가장 안정적 (R1·R2·R4 모두 성공)"
|
2026-05-19 22:03:19 +09:00
|
|
|
}
|
2026-05-19 23:17:19 +09:00
|
|
|
},
|
|
|
|
|
"illustration_auto": {
|
|
|
|
|
"R1-clean-1-1": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 25.65,
|
|
|
|
|
"black_pct": 1.95,
|
|
|
|
|
"variant": "PuLID weight 0.85 mean (first try)",
|
|
|
|
|
"models": [
|
|
|
|
|
"flux-dev",
|
|
|
|
|
"pulid-flux"
|
|
|
|
|
],
|
|
|
|
|
"round": "R1-clean"
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"R1-clean-1-3": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 27.51,
|
|
|
|
|
"black_pct": 0.79,
|
|
|
|
|
"variant": "PuLID weight 1.0 mean",
|
|
|
|
|
"models": [
|
|
|
|
|
"flux-dev",
|
|
|
|
|
"pulid-flux"
|
|
|
|
|
],
|
|
|
|
|
"round": "R1-clean"
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"R1-clean-1-4": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 48.5,
|
|
|
|
|
"black_pct": 0.27,
|
|
|
|
|
"variant": "PuLID 0.7 + Redux 0.5",
|
|
|
|
|
"models": [
|
|
|
|
|
"flux-dev",
|
|
|
|
|
"pulid-flux",
|
|
|
|
|
"flux-redux"
|
|
|
|
|
],
|
|
|
|
|
"round": "R1-clean"
|
|
|
|
|
}
|
meeting-103 v2.1 clean R2 ✅5/5: PuLID 0.85+Redux 0.5 = pastel 49.99% (전체 best 갱신)
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
2026-05-19 23:36:44 +09:00
|
|
|
],
|
|
|
|
|
"R2-clean-2-1": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 48.82,
|
|
|
|
|
"black_pct": 0.34,
|
|
|
|
|
"variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)",
|
|
|
|
|
"models": [
|
|
|
|
|
"flux-dev",
|
|
|
|
|
"pulid-flux",
|
|
|
|
|
"flux-redux",
|
|
|
|
|
"flux-dev-refiner"
|
|
|
|
|
],
|
|
|
|
|
"round": "R2-clean"
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"R2-clean-2-2": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 48.93,
|
|
|
|
|
"black_pct": 0.46,
|
|
|
|
|
"variant": "PuLID 0.7 + Redux 0.7",
|
|
|
|
|
"models": [
|
|
|
|
|
"flux-dev",
|
|
|
|
|
"pulid-flux",
|
|
|
|
|
"flux-redux"
|
|
|
|
|
],
|
|
|
|
|
"round": "R2-clean"
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"R2-clean-2-4": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 49.99,
|
|
|
|
|
"black_pct": 0.18,
|
|
|
|
|
"variant": "PuLID 0.85 + Redux 0.5",
|
|
|
|
|
"models": [
|
|
|
|
|
"flux-dev",
|
|
|
|
|
"pulid-flux",
|
|
|
|
|
"flux-redux"
|
|
|
|
|
],
|
|
|
|
|
"round": "R2-clean"
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"R2-clean-2-5": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 44.45,
|
|
|
|
|
"black_pct": 4.3,
|
|
|
|
|
"variant": "Hanok spring variant (cherry blossom)",
|
|
|
|
|
"models": [
|
|
|
|
|
"flux-dev"
|
|
|
|
|
],
|
|
|
|
|
"round": "R2-clean"
|
|
|
|
|
}
|
2026-05-19 23:49:55 +09:00
|
|
|
],
|
|
|
|
|
"R3-clean-3-1": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 50.47,
|
|
|
|
|
"black_pct": 0.24,
|
|
|
|
|
"variant": "PuLID 0.7 + Redux 0.85",
|
|
|
|
|
"models": [
|
|
|
|
|
"flux-dev",
|
|
|
|
|
"pulid-flux",
|
|
|
|
|
"flux-redux"
|
|
|
|
|
],
|
|
|
|
|
"round": "R3-clean"
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"R3-clean-3-2": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 49.89,
|
|
|
|
|
"black_pct": 0.22,
|
|
|
|
|
"variant": "PuLID 0.6 + Redux 0.7",
|
|
|
|
|
"models": [
|
|
|
|
|
"flux-dev",
|
|
|
|
|
"pulid-flux",
|
|
|
|
|
"flux-redux"
|
|
|
|
|
],
|
|
|
|
|
"round": "R3-clean"
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"R3-clean-3-5": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 77.3,
|
|
|
|
|
"black_pct": 0.03,
|
|
|
|
|
"variant": "Pony V6 img2img from byeolyi-ref (denoise 0.65)",
|
|
|
|
|
"models": [
|
|
|
|
|
"pony-v6"
|
|
|
|
|
],
|
|
|
|
|
"round": "R3-clean"
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"R4-clean-4-1": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 56.41,
|
|
|
|
|
"black_pct": 0.2,
|
|
|
|
|
"variant": "PuLID 0.7 + Redux 1.0 (max)",
|
|
|
|
|
"models": [
|
|
|
|
|
"flux-dev",
|
|
|
|
|
"pulid-flux",
|
|
|
|
|
"flux-redux"
|
|
|
|
|
],
|
|
|
|
|
"round": "R4-clean"
|
|
|
|
|
}
|
|
|
|
|
],
|
|
|
|
|
"R4-clean-4-2": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 50.36,
|
|
|
|
|
"black_pct": 0.86,
|
|
|
|
|
"variant": "PuLID 0.85 + Redux 0.7 (combine best)",
|
|
|
|
|
"models": [
|
|
|
|
|
"flux-dev",
|
|
|
|
|
"pulid-flux",
|
|
|
|
|
"flux-redux"
|
|
|
|
|
],
|
|
|
|
|
"round": "R4-clean"
|
|
|
|
|
}
|
2026-05-20 00:03:37 +09:00
|
|
|
],
|
|
|
|
|
"R6-clean-6-2": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 69.66,
|
|
|
|
|
"black_pct": 0.05,
|
|
|
|
|
"variant": "PuLID 0.7 + Redux 1.0 (ref byeolyi-default.png)",
|
|
|
|
|
"models": [
|
|
|
|
|
"flux-dev",
|
|
|
|
|
"pulid-flux",
|
|
|
|
|
"flux-redux"
|
|
|
|
|
],
|
|
|
|
|
"round": "R6-clean",
|
|
|
|
|
"NOTE": "⭐ byeolyi-default.png 참조 이미지가 byeolyi-ref-768x1344보다 우월 (+13pp)"
|
|
|
|
|
}
|
2026-05-19 23:17:19 +09:00
|
|
|
]
|
2026-05-20 00:15:56 +09:00
|
|
|
},
|
|
|
|
|
"illustration_auto_breakthrough": {
|
|
|
|
|
"R8-clean-8-5": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 82.43,
|
|
|
|
|
"variant": "R6-2 baseline + dpmpp_2m karras",
|
|
|
|
|
"KEY_INSIGHT": "dpmpp_2m + karras scheduler = MASSIVE jump for pastel (82.43% vs euler/simple 69.66%)"
|
|
|
|
|
}
|
|
|
|
|
]
|
2026-05-20 00:30:37 +09:00
|
|
|
},
|
|
|
|
|
"illustration_FINAL_BEST": {
|
|
|
|
|
"R10-10-1": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 88.09,
|
|
|
|
|
"black_pct": 0.0,
|
|
|
|
|
"FORMULA": "Flux Dev Q5 GGUF + PuLID 0.7 mean + Redux 1.0 multiply (byeolyi-default.png) + uni_pc + karras + 25 step + cfg 1.0 + guidance 3.5",
|
|
|
|
|
"CRITICAL_PARAMS": {
|
|
|
|
|
"sampler": "uni_pc",
|
|
|
|
|
"scheduler": "karras",
|
|
|
|
|
"pulid_ref": "byeolyi-default.png",
|
|
|
|
|
"redux_strength": 1.0,
|
|
|
|
|
"redux_strength_type": "multiply",
|
|
|
|
|
"pulid_weight": 0.7,
|
|
|
|
|
"pulid_fusion": "mean",
|
|
|
|
|
"guidance": 3.5,
|
|
|
|
|
"cfg": 1.0,
|
|
|
|
|
"steps": 25,
|
|
|
|
|
"size": "768x1344"
|
|
|
|
|
},
|
|
|
|
|
"reusable_for": [
|
|
|
|
|
"타로 78장 (K-타로)",
|
|
|
|
|
"별이 시리즈 전체",
|
|
|
|
|
"인스타 9:16 공유 카드",
|
|
|
|
|
"12지신 캐릭터",
|
|
|
|
|
"월별/일별 카드",
|
|
|
|
|
"오행 카드"
|
|
|
|
|
]
|
|
|
|
|
}
|
|
|
|
|
]
|
|
|
|
|
},
|
|
|
|
|
"hanok_FINAL_BEST": {
|
|
|
|
|
"R10-10-4": [
|
|
|
|
|
{
|
|
|
|
|
"pastel_pct": 48.53,
|
|
|
|
|
"FORMULA": "Flux Dev Q5 GGUF (no PuLID) + uni_pc + karras + soft pastel autumn prompt"
|
|
|
|
|
}
|
|
|
|
|
]
|
2026-05-19 22:03:19 +09:00
|
|
|
}
|
|
|
|
|
}
|