| { |
| "_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] |
| } |
| } |
| } |
|
|
