Files
8460s-image-rd/assets-library/workflows/winner_auto_final-R10-clean-10-2-flux-dev.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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JSON

{
"1": {
"class_type": "UnetLoaderGGUF",
"inputs": {
"unet_name": "flux1-dev-Q5_K_S.gguf"
}
},
"2": {
"class_type": "DualCLIPLoader",
"inputs": {
"clip_name1": "clip_l.safetensors",
"clip_name2": "t5xxl_fp8_e4m3fn.safetensors",
"type": "flux"
}
},
"3": {
"class_type": "VAELoader",
"inputs": {
"vae_name": "ae.safetensors"
}
},
"4": {
"class_type": "CLIPTextEncode",
"inputs": {
"text": "A 25-28 year old Korean woman in a modern hanbok with subtle Cute Horror mood, sitting gracefully in a traditional Korean tea house with hanok wooden architecture, warm afternoon light filtering through latticed windows, cool pale skin, gentle expression, photorealistic, high detail",
"clip": [
"2",
0
]
}
},
"5": {
"class_type": "CLIPTextEncode",
"inputs": {
"text": "cartoon, anime, child, teenage, purple hoodie, japanese building, plastic skin",
"clip": [
"2",
0
]
}
},
"6": {
"class_type": "EmptyLatentImage",
"inputs": {
"width": 768,
"height": 1344,
"batch_size": 1
}
},
"7": {
"class_type": "PulidFluxModelLoader",
"inputs": {
"pulid_file": "pulid_flux_v0.9.1.safetensors"
}
},
"8": {
"class_type": "PulidFluxEvaClipLoader",
"inputs": {}
},
"9": {
"class_type": "PulidFluxInsightFaceLoader",
"inputs": {
"provider": "CUDA"
}
},
"10": {
"class_type": "LoadImage",
"inputs": {
"image": "byeolyi-default.png"
}
},
"11": {
"class_type": "ApplyPulidFlux",
"inputs": {
"model": [
"1",
0
],
"pulid_flux": [
"7",
0
],
"eva_clip": [
"8",
0
],
"face_analysis": [
"9",
0
],
"image": [
"10",
0
],
"weight": 0.8,
"start_at": 0.0,
"end_at": 0.8,
"fusion": "mean",
"fusion_weight_max": 1.0,
"fusion_weight_min": 0.0,
"train_step": 1000,
"use_gray": true
}
},
"12": {
"class_type": "FluxGuidance",
"inputs": {
"conditioning": [
"19",
0
],
"guidance": 3.5
}
},
"13": {
"class_type": "KSampler",
"inputs": {
"model": [
"11",
0
],
"positive": [
"12",
0
],
"negative": [
"5",
0
],
"latent_image": [
"6",
0
],
"seed": 110002,
"steps": 25,
"cfg": 1.0,
"sampler_name": "uni_pc",
"scheduler": "karras",
"denoise": 1.0
}
},
"14": {
"class_type": "VAEDecode",
"inputs": {
"samples": [
"13",
0
],
"vae": [
"3",
0
]
}
},
"15": {
"class_type": "SaveImage",
"inputs": {
"images": [
"14",
0
],
"filename_prefix": "m103_clean_r10_2_unipc_pulid08"
}
},
"16": {
"class_type": "StyleModelLoader",
"inputs": {
"style_model_name": "flux1-redux-dev.safetensors"
}
},
"17": {
"class_type": "CLIPVisionLoader",
"inputs": {
"clip_name": "sigclip_vision_patch14_384.safetensors"
}
},
"18": {
"class_type": "CLIPVisionEncode",
"inputs": {
"clip_vision": [
"17",
0
],
"image": [
"10",
0
],
"crop": "center"
}
},
"19": {
"class_type": "StyleModelApply",
"inputs": {
"conditioning": [
"4",
0
],
"style_model": [
"16",
0
],
"clip_vision_output": [
"18",
0
],
"strength": 1.0,
"strength_type": "multiply"
}
}
}