Files
8460s-image-rd/assets-library/prompts/proven-patterns.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

241 lines
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JSON

{
"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"
]
}
},
"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)"
}
},
"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"
}
],
"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"
}
],
"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"
}
],
"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)"
}
]
},
"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%)"
}
]
},
"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"
}
]
}
}