e1cb7eb21b
R5 (3/5 success): - 5-1: Stage 3 Refiner denoise 0.25 → 49.85% (효과 미미) - 5-2: PuLID 0.5 / 5-3: strength_type=attn_bias → CUDA error - 5-4: Qwen fp8 full 25-step → 0%/100% (3회 연속 black) - 5-5: Hanok winter snow → 48.65% (spring/winter > summer) R6 (4/5 success, 별이 huge best 발견): - 6-1: ref byeolyi-916.png → 52.99% (-3.4pp vs 6-2) - 6-2: ref byeolyi-default.png → ★★★ 69.66% ⭐⭐⭐ 전체 best - 6-3: multi-redux → error - 6-4: Qwen fp8 + ModelSamplingAuraFlow shift=3.0 → 0%/100% (4회째 black) - 6-5: Hanok dancheong (Korean color cues) → 15.09% ⭐ 핵심 발견: PuLID reference 이미지 교체가 dramatic effect byeolyi-ref-768x1344 (R4-1 = 56.41%) → byeolyi-default (R6-2 = 69.66%) = +13.25pp 진행: R9 legacy 44.5% → R1 48.5% → R2 49.99% → R3 50.47% → R4 56.41% → R6 69.66% Qwen fp8 60갑자 트랙: 4회 연속 black 출력 (R3,R4,R5,R6) — 워크플로 구조 결함 확정 - failed-patterns에 'qwen-fp8-multi-attempt-black-output' 명시 - 향후 Qwen-Image 2.0 native (non-distill) 시도 필요 R6-2 워크플로: assets-library/workflows/winner_auto_high-illustration_auto-R6-clean-6-2-flux-dev.json
329 lines
8.0 KiB
JSON
329 lines
8.0 KiB
JSON
{
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"count": 17,
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"winner": [
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{
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"name": "winner_auto-illustration_auto-R1-clean-1-4-flux-dev.json",
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"category": "winner_auto",
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"best_dimension": "illustration_auto",
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"auto_metrics": {
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"pastel_pct": 48.5,
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"black_pct": 0.27
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},
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"models": [
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"flux-dev",
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"pulid-flux",
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"flux-redux"
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],
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"round": "R1-clean",
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"variant": "PuLID 0.7 + Redux 0.5",
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"reusable_for": [
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"타로 78장",
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"별이 일러스트 시리즈"
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]
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},
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{
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"name": "winner_auto-illustration_auto-R2-clean-2-1-flux-dev.json",
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"category": "winner_auto",
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"best_dimension": "illustration_auto",
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"auto_metrics": {
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"pastel_pct": 48.82,
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"black_pct": 0.34
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},
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"models": [
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"flux-dev",
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"pulid-flux",
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"flux-redux",
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"flux-dev-refiner"
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],
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"round": "R2-clean",
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"variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)",
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"reusable_for": [
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"타로 78장",
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"별이 일러스트 시리즈"
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]
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},
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{
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"name": "winner_auto-illustration_auto-R2-clean-2-2-flux-dev.json",
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"category": "winner_auto",
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"best_dimension": "illustration_auto",
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"auto_metrics": {
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"pastel_pct": 48.93,
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"black_pct": 0.46
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},
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"models": [
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"flux-dev",
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"pulid-flux",
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"flux-redux"
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],
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"round": "R2-clean",
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"variant": "PuLID 0.7 + Redux 0.7",
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"reusable_for": [
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"타로 78장",
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"별이 일러스트 시리즈"
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]
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},
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{
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"name": "winner_auto-illustration_auto-R2-clean-2-4-flux-dev.json",
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"category": "winner_auto",
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"best_dimension": "illustration_auto",
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"auto_metrics": {
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"pastel_pct": 49.99,
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"black_pct": 0.18
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},
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"models": [
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"flux-dev",
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"pulid-flux",
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"flux-redux"
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],
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"round": "R2-clean",
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"variant": "PuLID 0.85 + Redux 0.5",
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"reusable_for": [
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"타로 78장",
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"별이 일러스트 시리즈"
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]
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},
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{
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"name": "winner_auto-illustration_auto-R3-clean-3-1-flux-dev.json",
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"category": "winner_auto",
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"best_dimension": "illustration_auto",
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"auto_metrics": {
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"pastel_pct": 50.47,
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"black_pct": 0.24
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},
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"models": [
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"flux-dev",
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"pulid-flux",
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"flux-redux"
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],
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"round": "R3-clean",
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"variant": "PuLID 0.7 + Redux 0.85",
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"reusable_for": [
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"타로 78장",
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"별이 일러스트 시리즈"
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]
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},
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{
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"name": "winner_auto-illustration_auto-R3-clean-3-2-flux-dev.json",
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"category": "winner_auto",
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"best_dimension": "illustration_auto",
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"auto_metrics": {
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"pastel_pct": 49.89,
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"black_pct": 0.22
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},
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"models": [
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"flux-dev",
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"pulid-flux",
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"flux-redux"
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],
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"round": "R3-clean",
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"variant": "PuLID 0.6 + Redux 0.7",
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"reusable_for": [
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"타로 78장",
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"별이 일러스트 시리즈"
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]
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},
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{
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"name": "winner_auto-illustration_auto-R3-clean-3-5-pony-v6.json",
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"category": "winner_auto",
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"best_dimension": "illustration_auto",
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"auto_metrics": {
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"pastel_pct": 77.3,
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"black_pct": 0.03
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},
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"models": [
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"pony-v6"
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],
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"round": "R3-clean",
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"variant": "Pony V6 img2img from byeolyi-ref (denoise 0.65)",
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"reusable_for": [
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"타로 78장",
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"별이 일러스트 시리즈"
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]
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},
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{
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"name": "winner_auto-illustration_auto-R4-clean-4-1-flux-dev.json",
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"category": "winner_auto",
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"best_dimension": "illustration_auto",
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"auto_metrics": {
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"pastel_pct": 56.41,
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"black_pct": 0.2
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},
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"models": [
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"flux-dev",
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"pulid-flux",
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"flux-redux"
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],
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"round": "R4-clean",
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"variant": "PuLID 0.7 + Redux 1.0 (max)",
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"reusable_for": [
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"타로 78장",
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"별이 일러스트 시리즈"
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]
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},
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{
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"name": "winner_auto-illustration_auto-R4-clean-4-2-flux-dev.json",
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"category": "winner_auto",
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"best_dimension": "illustration_auto",
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"auto_metrics": {
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"pastel_pct": 50.36,
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"black_pct": 0.86
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},
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"models": [
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"flux-dev",
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"pulid-flux",
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"flux-redux"
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],
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"round": "R4-clean",
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"variant": "PuLID 0.85 + Redux 0.7 (combine best)",
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"reusable_for": [
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"타로 78장",
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"별이 일러스트 시리즈"
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]
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},
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{
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"name": "winner_auto-illustration_auto-R6-clean-6-1-flux-dev.json",
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"category": "winner_auto",
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"auto_metrics": {
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"pastel_pct": 52.99,
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"black_pct": 0.5
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},
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"models": [
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"flux-dev",
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"pulid-flux",
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"flux-redux"
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],
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"round": "R6-clean",
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"variant": "PuLID 0.7 + Redux 1.0 (ref byeolyi-916.png)",
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"reusable_for": [
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"관찰"
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]
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},
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{
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"name": "winner_auto_high-illustration_auto-R6-clean-6-2-flux-dev.json",
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"category": "winner_auto_high",
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"auto_metrics": {
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"pastel_pct": 69.66,
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"black_pct": 0.05
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},
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"models": [
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"flux-dev",
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"pulid-flux",
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"flux-redux"
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],
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"round": "R6-clean",
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"variant": "PuLID 0.7 + Redux 1.0 (ref byeolyi-default.png)",
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"reusable_for": [
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"타로 78장",
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"별이 시리즈",
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"인스타 9:16 카드"
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]
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}
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],
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"partial": [
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{
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"name": "partial-illustration_auto-R1-clean-1-1-flux-dev.json",
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"category": "partial",
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"best_dimension": "illustration_auto",
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"auto_metrics": {
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"pastel_pct": 25.65,
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"black_pct": 1.95
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},
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"models": [
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"flux-dev",
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"pulid-flux"
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],
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"round": "R1-clean",
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"variant": "PuLID weight 0.85 mean (first try)",
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"reusable_for": [
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"관찰",
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"한복 ref 후보"
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]
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},
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{
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"name": "partial-illustration_auto-R1-clean-1-3-flux-dev.json",
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"category": "partial",
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"best_dimension": "illustration_auto",
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"auto_metrics": {
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"pastel_pct": 27.51,
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"black_pct": 0.79
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},
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"models": [
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"flux-dev",
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"pulid-flux"
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],
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"round": "R1-clean",
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"variant": "PuLID weight 1.0 mean",
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"reusable_for": [
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"관찰",
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"한복 ref 후보"
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]
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},
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{
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"name": "partial-illustration_auto-R2-clean-2-3-flux-dev.json",
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"category": "partial",
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"best_dimension": "illustration_auto",
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"auto_metrics": {
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"pastel_pct": 38.52,
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"black_pct": 0.48
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},
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"models": [
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"flux-dev",
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"pulid-flux",
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"flux-redux"
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],
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"round": "R2-clean",
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"variant": "PuLID 0.7 + Redux 0.3",
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"reusable_for": [
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"관찰",
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"한복 ref 후보"
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]
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},
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{
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"name": "partial-illustration_auto-R2-clean-2-5-flux-dev.json",
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"category": "partial",
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"best_dimension": "illustration_auto",
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"auto_metrics": {
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"pastel_pct": 44.45,
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"black_pct": 4.3
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},
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"models": [
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"flux-dev"
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],
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"round": "R2-clean",
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"variant": "Hanok spring variant (cherry blossom)",
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"reusable_for": [
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"관찰",
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"한복 ref 후보"
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]
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},
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{
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"name": "partial-illustration_auto-R5-clean-5-1-flux-dev.json",
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"category": "partial",
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"auto_metrics": {
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"pastel_pct": 49.85,
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"black_pct": 0.08
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},
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"models": [
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"flux-dev",
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"pulid-flux",
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"flux-redux",
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"flux-dev-refiner"
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],
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"round": "R5-clean",
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"variant": "PuLID 0.7 + Redux 1.0 + Stage 3 Refiner (denoise 0.25)"
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},
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{
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"name": "partial-illustration_auto-R5-clean-5-5-flux-dev.json",
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"category": "partial",
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"auto_metrics": {
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"pastel_pct": 48.65,
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"black_pct": 3.7
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},
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"models": [
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"flux-dev"
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],
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"round": "R5-clean",
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"variant": "Hanok winter (snow)"
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}
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]
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} |