{
  "_comment": "Fine-tune 用データセット生成 workflow。base=hakushiMixAnima_v02 + LoRA=anima-highres-aesthetic-boost strength 1.0、Anima 公式推奨 30 step CFG=4.5 er_sde simple、ModelSamplingAuraFlow shift=3.0 込み。node ID は scripts/generate_dataset.py の patch_workflow hardcode に合わせて positive=5 latent=7 KSampler=8。",
  "1": {
    "class_type": "UNETLoader",
    "inputs": {
      "unet_name": "hakushiMixAnima_v02.safetensors",
      "weight_dtype": "default"
    }
  },
  "2": {
    "class_type": "ModelSamplingAuraFlow",
    "inputs": {
      "model": ["1", 0],
      "shift": 3.0
    }
  },
  "2b": {
    "class_type": "LoraLoaderModelOnly",
    "inputs": {
      "model": ["2", 0],
      "lora_name": "anima-highres-aesthetic-boost.safetensors",
      "strength_model": 1.0
    }
  },
  "3": {
    "class_type": "CLIPLoader",
    "inputs": {
      "clip_name": "qwen_3_06b_base.safetensors",
      "type": "stable_diffusion",
      "device": "default"
    }
  },
  "4": {
    "class_type": "CLIPTextEncode",
    "inputs": {
      "clip": ["3", 0],
      "text": "worst quality, low quality, score_1, score_2, score_3, score_4, blurry, deformed, bad anatomy, extra limbs, fused fingers, artist name, text, watermark, lowres, jpeg artifacts, censored"
    }
  },
  "5": {
    "class_type": "CLIPTextEncode",
    "inputs": {
      "clip": ["3", 0],
      "text": "$PROMPT"
    }
  },
  "6": {
    "class_type": "VAELoader",
    "inputs": {
      "vae_name": "qwen_image_vae.safetensors"
    }
  },
  "7": {
    "class_type": "EmptyLatentImage",
    "inputs": {
      "width": "$WIDTH",
      "height": "$HEIGHT",
      "batch_size": 1
    }
  },
  "8": {
    "class_type": "KSampler",
    "inputs": {
      "model": ["2b", 0],
      "positive": ["5", 0],
      "negative": ["4", 0],
      "latent_image": ["7", 0],
      "seed": "$SEED",
      "steps": 30,
      "cfg": 4.5,
      "sampler_name": "er_sde",
      "scheduler": "simple",
      "denoise": 1.0
    }
  },
  "9": {
    "class_type": "VAEDecode",
    "inputs": {
      "samples": ["8", 0],
      "vae": ["6", 0]
    }
  },
  "10": {
    "class_type": "SaveImage",
    "inputs": {
      "filename_prefix": "finetune_data",
      "images": ["9", 0]
    }
  }
}