diff --git a/assets-library/models-performance.json b/assets-library/models-performance.json index 458ccf1..4f071c0 100644 --- a/assets-library/models-performance.json +++ b/assets-library/models-performance.json @@ -68,7 +68,7 @@ "verdict": "파스텔 평균 26.1% (11회) / 검정 평균 0.24%" }, "flux-dev": { - "rounds_used": 22, + "rounds_used": 27, "dimensions": { "byeolyi": [], "hanja": [], @@ -92,7 +92,12 @@ 9.99, 27.51, 48.5, - 12.87 + 12.87, + 48.82, + 48.93, + 38.52, + 49.99, + 44.45 ], "auto_black": [ 3.11, @@ -111,7 +116,12 @@ 13.98, 0.79, 0.27, - 11.67 + 11.67, + 0.34, + 0.46, + 0.48, + 0.18, + 4.3 ] }, "avg_scores": {}, @@ -122,12 +132,33 @@ "variant": "PuLID 0.7 + Redux 0.5", "pastel_pct": 48.5, "black_pct": 0.27 + }, + { + "round": "R2-clean", + "id": "2-1", + "variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)", + "pastel_pct": 48.82, + "black_pct": 0.34 + }, + { + "round": "R2-clean", + "id": "2-2", + "variant": "PuLID 0.7 + Redux 0.7", + "pastel_pct": 48.93, + "black_pct": 0.46 + }, + { + "round": "R2-clean", + "id": "2-4", + "variant": "PuLID 0.85 + Redux 0.5", + "pastel_pct": 49.99, + "black_pct": 0.18 } ], - "verdict": "파스텔 평균 24.1% (17회) / 검정 평균 5.14%" + "verdict": "파스텔 평균 29.1% (22회) / 검정 평균 4.23%" }, "pulid-flux": { - "rounds_used": 20, + "rounds_used": 24, "dimensions": { "byeolyi": [], "hanja": [], @@ -148,7 +179,11 @@ 25.65, 9.99, 27.51, - 48.5 + 48.5, + 48.82, + 48.93, + 38.52, + 49.99 ], "auto_black": [ 0.73, @@ -164,7 +199,11 @@ 1.95, 13.98, 0.79, - 0.27 + 0.27, + 0.34, + 0.46, + 0.48, + 0.18 ] }, "avg_scores": {}, @@ -184,9 +223,30 @@ "variant": "PuLID 0.7 + Redux 0.5", "pastel_pct": 48.5, "black_pct": 0.27 + }, + { + "round": "R2-clean", + "id": "2-1", + "variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)", + "pastel_pct": 48.82, + "black_pct": 0.34 + }, + { + "round": "R2-clean", + "id": "2-2", + "variant": "PuLID 0.7 + Redux 0.7", + "pastel_pct": 48.93, + "black_pct": 0.46 + }, + { + "round": "R2-clean", + "id": "2-4", + "variant": "PuLID 0.85 + Redux 0.5", + "pastel_pct": 49.99, + "black_pct": 0.18 } ], - "verdict": "파스텔 평균 29.8% (14회) / 검정 평균 3.81%" + "verdict": "파스텔 평균 33.6% (18회) / 검정 평균 3.05%" }, "qwen-image-2512": { "rounds_used": 1, @@ -225,7 +285,7 @@ "verdict": "Stage 2 인페인트 6차 실패 — Qwen 계열 GGUF Q4 환경 호환성 결함 확정" }, "flux-redux": { - "rounds_used": 3, + "rounds_used": 7, "dimensions": { "byeolyi": [], "hanja": [], @@ -235,12 +295,20 @@ "auto_pastel": [ 48.5, 48.5, - 48.5 + 48.5, + 48.82, + 48.93, + 38.52, + 49.99 ], "auto_black": [ 0.27, 0.27, - 0.27 + 0.27, + 0.34, + 0.46, + 0.48, + 0.18 ] }, "avg_scores": {}, @@ -251,12 +319,61 @@ "variant": "PuLID 0.7 + Redux 0.5", "pastel_pct": 48.5, "black_pct": 0.27 + }, + { + "round": "R2-clean", + "id": "2-1", + "variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)", + "pastel_pct": 48.82, + "black_pct": 0.34 + }, + { + "round": "R2-clean", + "id": "2-2", + "variant": "PuLID 0.7 + Redux 0.7", + "pastel_pct": 48.93, + "black_pct": 0.46 + }, + { + "round": "R2-clean", + "id": "2-4", + "variant": "PuLID 0.85 + Redux 0.5", + "pastel_pct": 49.99, + "black_pct": 0.18 } ], - "verdict": "파스텔 평균 48.5% (3회) / 검정 평균 0.27%" + "verdict": "파스텔 평균 47.4% (7회) / 검정 평균 0.32%" + }, + "flux-dev-refiner": { + "rounds_used": 1, + "dimensions": { + "byeolyi": [], + "hanja": [], + "hanok": [], + "illustration": [], + "korean_traditional": [], + "auto_pastel": [ + 48.82 + ], + "auto_black": [ + 0.34 + ] + }, + "avg_scores": {}, + "best_combinations": [ + { + "round": "R2-clean", + "id": "2-1", + "variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)", + "pastel_pct": 48.82, + "black_pct": 0.34 + } + ], + "verdict": "파스텔 평균 48.8% (1회) / 검정 평균 0.34%" } }, "_processed_rounds": [ - "R1-clean" + "R1-clean", + "R2-clean" ] } \ No newline at end of file diff --git a/assets-library/prompts/proven-patterns.json b/assets-library/prompts/proven-patterns.json index cb88500..6502d5a 100644 --- a/assets-library/prompts/proven-patterns.json +++ b/assets-library/prompts/proven-patterns.json @@ -61,6 +61,57 @@ ], "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" + } ] } } \ No newline at end of file diff --git a/assets-library/workflows/_index.json b/assets-library/workflows/_index.json index 10aa349..d48dde3 100644 --- a/assets-library/workflows/_index.json +++ b/assets-library/workflows/_index.json @@ -1,5 +1,5 @@ { - "count": 3, + "count": 8, "winner": [ { "name": "winner_auto-illustration_auto-R1-clean-1-4-flux-dev.json", @@ -20,6 +20,67 @@ "타로 78장", "별이 일러스트 시리즈" ] + }, + { + "name": "winner_auto-illustration_auto-R2-clean-2-1-flux-dev.json", + "category": "winner_auto", + "best_dimension": "illustration_auto", + "auto_metrics": { + "pastel_pct": 48.82, + "black_pct": 0.34 + }, + "models": [ + "flux-dev", + "pulid-flux", + "flux-redux", + "flux-dev-refiner" + ], + "round": "R2-clean", + "variant": "PuLID 0.7 + Redux 0.5 + Stage 3 Refiner (denoise 0.3)", + "reusable_for": [ + "타로 78장", + "별이 일러스트 시리즈" + ] + }, + { + "name": "winner_auto-illustration_auto-R2-clean-2-2-flux-dev.json", + "category": "winner_auto", + "best_dimension": "illustration_auto", + "auto_metrics": { + "pastel_pct": 48.93, + "black_pct": 0.46 + }, + "models": [ + "flux-dev", + "pulid-flux", + "flux-redux" + ], + "round": "R2-clean", + "variant": "PuLID 0.7 + Redux 0.7", + "reusable_for": [ + "타로 78장", + "별이 일러스트 시리즈" + ] + }, + { + "name": "winner_auto-illustration_auto-R2-clean-2-4-flux-dev.json", + "category": "winner_auto", + "best_dimension": "illustration_auto", + "auto_metrics": { + "pastel_pct": 49.99, + "black_pct": 0.18 + }, + "models": [ + "flux-dev", + "pulid-flux", + "flux-redux" + ], + "round": "R2-clean", + "variant": "PuLID 0.85 + Redux 0.5", + "reusable_for": [ + "타로 78장", + "별이 일러스트 시리즈" + ] } ], "partial": [ @@ -60,6 +121,44 @@ "관찰", "한복 ref 후보" ] + }, + { + "name": "partial-illustration_auto-R2-clean-2-3-flux-dev.json", + "category": "partial", + "best_dimension": "illustration_auto", + "auto_metrics": { + "pastel_pct": 38.52, + "black_pct": 0.48 + }, + "models": [ + "flux-dev", + "pulid-flux", + "flux-redux" + ], + "round": "R2-clean", + "variant": "PuLID 0.7 + Redux 0.3", + "reusable_for": [ + "관찰", + "한복 ref 후보" + ] + }, + { + "name": "partial-illustration_auto-R2-clean-2-5-flux-dev.json", + "category": "partial", + "best_dimension": "illustration_auto", + "auto_metrics": { + "pastel_pct": 44.45, + "black_pct": 4.3 + }, + "models": [ + "flux-dev" + ], + "round": "R2-clean", + "variant": "Hanok spring variant (cherry blossom)", + "reusable_for": [ + "관찰", + "한복 ref 후보" + ] } ] } \ No newline at end of file diff --git a/assets-library/workflows/partial-illustration_auto-R2-clean-2-3-flux-dev.json b/assets-library/workflows/partial-illustration_auto-R2-clean-2-3-flux-dev.json new file mode 100644 index 0000000..78b1219 --- /dev/null +++ b/assets-library/workflows/partial-illustration_auto-R2-clean-2-3-flux-dev.json @@ -0,0 +1,210 @@ +{ + "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-ref-768x1344.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": 0.7, + "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": 102003, + "steps": 25, + "cfg": 1.0, + "sampler_name": "euler", + "scheduler": "simple", + "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_r2_3_pulid07_redux03" + } + }, + "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": 0.3, + "strength_type": "multiply" + } + } +} \ No newline at end of file diff --git a/assets-library/workflows/partial-illustration_auto-R2-clean-2-5-flux-dev.json b/assets-library/workflows/partial-illustration_auto-R2-clean-2-5-flux-dev.json new file mode 100644 index 0000000..05346c8 --- /dev/null +++ b/assets-library/workflows/partial-illustration_auto-R2-clean-2-5-flux-dev.json @@ -0,0 +1,110 @@ +{ + "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": "Traditional Korean hanok village in spring, curved tile roofs with subtle blossom petals, wooden gates, stone walls, cherry blossom trees in bloom, soft pastel sky, Korean architecture, NOT Japanese, NOT pagoda, photorealistic, high detail", + "clip": [ + "2", + 0 + ] + } + }, + "5": { + "class_type": "CLIPTextEncode", + "inputs": { + "text": "japanese, pagoda, chinese architecture, modern building, wabi-sabi", + "clip": [ + "2", + 0 + ] + } + }, + "6": { + "class_type": "EmptyLatentImage", + "inputs": { + "width": 768, + "height": 1344, + "batch_size": 1 + } + }, + "12": { + "class_type": "FluxGuidance", + "inputs": { + "conditioning": [ + "4", + 0 + ], + "guidance": 3.5 + } + }, + "13": { + "class_type": "KSampler", + "inputs": { + "model": [ + "1", + 0 + ], + "positive": [ + "12", + 0 + ], + "negative": [ + "5", + 0 + ], + "latent_image": [ + "6", + 0 + ], + "seed": 102005, + "steps": 25, + "cfg": 1.0, + "sampler_name": "euler", + "scheduler": "simple", + "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_r2_5_hanok_spring" + } + } +} \ No newline at end of file diff --git a/assets-library/workflows/winner_auto-illustration_auto-R2-clean-2-1-flux-dev.json b/assets-library/workflows/winner_auto-illustration_auto-R2-clean-2-1-flux-dev.json new file mode 100644 index 0000000..6e5a624 --- /dev/null +++ b/assets-library/workflows/winner_auto-illustration_auto-R2-clean-2-1-flux-dev.json @@ -0,0 +1,263 @@ +{ + "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 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"eva_clip": [ + "8", + 0 + ], + "face_analysis": [ + "9", + 0 + ], + "image": [ + "10", + 0 + ], + "weight": 0.7, + "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": 102001, + "steps": 25, + "cfg": 1.0, + "sampler_name": "euler", + "scheduler": "simple", + "denoise": 1.0 + } + }, + "14": { + "class_type": "VAEDecode", + "inputs": { + "samples": [ + "13", + 0 + ], + "vae": [ + "3", + 0 + ] + } + }, + "15": { + "class_type": "SaveImage", + "inputs": { + "images": [ + "22", + 0 + ], + "filename_prefix": "m103_clean_r2_1_pulid_redux_stage3" + } + }, + "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": 0.5, + "strength_type": "multiply" + } + }, + "20": { + "class_type": "VAEEncode", + "inputs": { + "pixels": [ + "14", + 0 + ], + "vae": [ + "3", + 0 + ] + } + }, + "21": { + "class_type": "KSampler", + "inputs": { + "model": [ + "11", + 0 + ], + "positive": [ + "12", + 0 + ], + "negative": [ + "5", + 0 + ], + "latent_image": [ + "20", + 0 + ], + "seed": 109778, + "steps": 12, + "cfg": 1.0, + "sampler_name": "euler", + "scheduler": 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-captured_at=2026-05-19T23:14:08 · track=meeting-103-v2.1-clean
+전체 10 조합 (10 성공)