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README.md

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+# Z-Image Models for ComfyUI
+
+Chinese style portrait generation models.
+
+## Contents
+- Main model: Z-Image-Base-8steps-White_Marble-AIO_v2-fp8 (9.6GB)
+- LoRAs: 0 files
+- Workflows: Base, White Jade V2, Yaoguang, Rumeng
+
+## Usage
+```python
+# Download in Colab
+!wget -O model.safetensors https://huggingface.co/datasets/wind1/z-image-models/resolve/main/checkpoints/Z-Image-Base-8steps-White_Marble-AIO_v2-fp8.safetensors
+```
+
+Uploaded: 2026-05-31 04:18:09

checkpoints/Z-Image-Base-8steps-White_Marble-AIO_v2-fp8.safetensors

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+version https://git-lfs.github.com/spec/v1
+oid sha256:360693b141301ca1ff82445834fe1811882763ba870b886cc428a6e9fea05f72
+size 10261346092

workflows/Z-image-基础生图工作流.json

@@ -0,0 +1,130 @@
+{
+  "4": {
+    "inputs": {
+      "seed": 910355815879006,
+      "steps": 8,
+      "cfg": 1,
+      "sampler_name": "euler",
+      "scheduler": "simple",
+      "denoise": 1,
+      "model": [
+        "23",
+        0
+      ],
+      "positive": [
+        "5",
+        0
+      ],
+      "negative": [
+        "6",
+        0
+      ],
+      "latent_image": [
+        "7",
+        0
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+    },
+    "class_type": "KSampler",
+    "_meta": {
+      "title": "K采样器"
+    }
+  },
+  "5": {
+    "inputs": {
+      "text": "中景镜头，聚焦人物上半身，正面，人物面向录音设备，呈现沉浸式歌曲录制状态，传递出从容且投入的情绪：场景为专业录音房，采用复古暖调光影，主光源柔和勾勒，人物面部与麦克风轮廓，形成强烈明暗对比。",
+      "clip": [
+        "23",
+        1
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP文本编码"
+    }
+  },
+  "6": {
+    "inputs": {
+      "conditioning": [
+        "5",
+        0
+      ]
+    },
+    "class_type": "ConditioningZeroOut",
+    "_meta": {
+      "title": "条件零化"
+    }
+  },
+  "7": {
+    "inputs": {
+      "width": 1024,
+      "height": 1024,
+      "batch_size": 1
+    },
+    "class_type": "EmptyLatentImage",
+    "_meta": {
+      "title": "空Latent图像"
+    }
+  },
+  "8": {
+    "inputs": {
+      "samples": [
+        "4",
+        0
+      ],
+      "vae": [
+        "41",
+        2
+      ]
+    },
+    "class_type": "VAEDecode",
+    "_meta": {
+      "title": "VAE解码"
+    }
+  },
+  "23": {
+    "inputs": {
+      "lora_01": "None",
+      "strength_01": 1,
+      "lora_02": "None",
+      "strength_02": 1,
+      "lora_03": "None",
+      "strength_03": 1,
+      "lora_04": "None",
+      "strength_04": 1,
+      "model": [
+        "41",
+        0
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+      "clip": [
+        "41",
+        1
+      ]
+    },
+    "class_type": "Lora Loader Stack (rgthree)",
+    "_meta": {
+      "title": "LoRA堆加载器"
+    }
+  },
+  "37": {
+    "inputs": {
+      "filename_prefix": "ComfyUI",
+      "images": [
+        "8",
+        0
+      ]
+    },
+    "class_type": "SaveImage",
+    "_meta": {
+      "title": "保存图像"
+    }
+  },
+  "41": {
+    "inputs": {
+      "ckpt_name": "aio\\z-image\\z-image-turbo-fp16-aio.safetensors"
+    },
+    "class_type": "CheckpointLoaderSimple",
+    "_meta": {
+      "title": "Checkpoint加载器（简易）"
+    }
+  }
+}

workflows/zib-如梦.json

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+{
+  "8": {
+    "inputs": {
+      "clip_name": "qwen\\qwen_3_4b.safetensors",
+      "type": "lumina2",
+      "device": "default"
+    },
+    "class_type": "CLIPLoader",
+    "_meta": {
+      "title": "加载CLIP"
+    }
+  },
+  "9": {
+    "inputs": {
+      "vae_name": "z_image_vae.safetensors"
+    },
+    "class_type": "VAELoader",
+    "_meta": {
+      "title": "加载VAE"
+    }
+  },
+  "11": {
+    "inputs": {
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+      "height": 1280,
+      "batch_size": 1
+    },
+    "class_type": "EmptySD3LatentImage",
+    "_meta": {
+      "title": "空Latent图像（SD3）"
+    }
+  },
+  "12": {
+    "inputs": {
+      "shift": 3,
+      "model": [
+        "67",
+        0
+      ]
+    },
+    "class_type": "ModelSamplingAuraFlow",
+    "_meta": {
+      "title": "采样算法（AuraFlow）"
+    }
+  },
+  "18": {
+    "inputs": {
+      "samples": [
+        "74",
+        0
+      ],
+      "vae": [
+        "9",
+        0
+      ]
+    },
+    "class_type": "VAEDecode",
+    "_meta": {
+      "title": "VAE解码"
+    }
+  },
+  "25": {
+    "inputs": {
+      "unet_name": "zib\\z_image_base_bf16.safetensors",
+      "weight_dtype": "default"
+    },
+    "class_type": "UNETLoader",
+    "_meta": {
+      "title": "UNet加载器"
+    }
+  },
+  "30": {
+    "inputs": {
+      "text": "大漠月夜，驿站外的风沙被篝火照成金红色，一位穿白色胡服的异域贵女坐在马车边，头戴银饰额链，五官立体，眼窝深，唇形饱满，手里慢慢拨弄一串银铃；对面木桩旁，一位穿黑袍的年轻游侠正替自己的马解鞍，侧脸锋利，神色淡漠。镜头用横向宽幅构图，把两人分置画面两端，中间隔着火堆和流动风沙，她看向他的剑，他看向她手里的银铃，氛围松弛却暗藏江湖试探。",
+      "clip": [
+        "8",
+        0
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP文本编码"
+    }
+  },
+  "67": {
+    "inputs": {
+      "PowerLoraLoaderHeaderWidget": {
+        "type": "PowerLoraLoaderHeaderWidget"
+      },
+      "➕ Add Lora": "",
+      "model": [
+        "168",
+        0
+      ]
+    },
+    "class_type": "Power Lora Loader (rgthree)",
+    "_meta": {
+      "title": "权重Lora加载器"
+    }
+  },
+  "69": {
+    "inputs": {
+      "seed": 876884462705086,
+      "steps": 8,
+      "cfg": 1,
+      "sampler_name": "res_2s_ode",
+      "scheduler": "kl_optimal",
+      "denoise": 1,
+      "model": [
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+        0
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+      "positive": [
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+      "negative": [
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+        0
+      ],
+      "latent_image": [
+        "11",
+        0
+      ]
+    },
+    "class_type": "KSampler",
+    "_meta": {
+      "title": "K采样器"
+    }
+  },
+  "74": {
+    "inputs": {
+      "clean_file_cache": true,
+      "clean_processes": true,
+      "clean_dlls": true,
+      "retry_times": 2,
+      "anything": [
+        "69",
+        0
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+    },
+    "class_type": "RAMCleanup",
+    "_meta": {
+      "title": "释放内存"
+    }
+  },
+  "79": {
+    "inputs": {
+      "text": "色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走",
+      "clip": [
+        "8",
+        0
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP文本编码"
+    }
+  },
+  "165": {
+    "inputs": {
+      "lora_name": "zib\\Kook_Zimage_瑶光.safetensors",
+      "strength_model": 0.5,
+      "model": [
+        "25",
+        0
+      ]
+    },
+    "class_type": "LoraLoaderModelOnly",
+    "_meta": {
+      "title": "LoRA加载器（仅模型）"
+    }
+  },
+  "166": {
+    "inputs": {
+      "lora_name": "zib\\Kook_Zimage_如梦似幻.safetensors",
+      "strength_model": 0.7,
+      "model": [
+        "165",
+        0
+      ]
+    },
+    "class_type": "LoraLoaderModelOnly",
+    "_meta": {
+      "title": "LoRA加载器（仅模型）"
+    }
+  },
+  "167": {
+    "inputs": {
+      "filename_prefix": "ComfyUI",
+      "images": [
+        "18",
+        0
+      ]
+    },
+    "class_type": "SaveImage",
+    "_meta": {
+      "title": "保存图像"
+    }
+  },
+  "168": {
+    "inputs": {
+      "lora_name": "zib\\Z-Image-Fun-Lora-Distill-8-Steps-2603-ComfyUI.safetensors",
+      "strength_model": 0.45,
+      "model": [
+        "166",
+        0
+      ]
+    },
+    "class_type": "LoraLoaderModelOnly",
+    "_meta": {
+      "title": "LoRA加载器（仅模型）"
+    }
+  }
+}

workflows/zib-瑶光.json

@@ -0,0 +1,201 @@
+{
+  "8": {
+    "inputs": {
+      "clip_name": "qwen\\qwen_3_4b.safetensors",
+      "type": "lumina2",
+      "device": "default"
+    },
+    "class_type": "CLIPLoader",
+    "_meta": {
+      "title": "加载CLIP"
+    }
+  },
+  "9": {
+    "inputs": {
+      "vae_name": "z_image_vae.safetensors"
+    },
+    "class_type": "VAELoader",
+    "_meta": {
+      "title": "加载VAE"
+    }
+  },
+  "11": {
+    "inputs": {
+      "width": 960,
+      "height": 1280,
+      "batch_size": 1
+    },
+    "class_type": "EmptySD3LatentImage",
+    "_meta": {
+      "title": "空Latent图像（SD3）"
+    }
+  },
+  "12": {
+    "inputs": {
+      "shift": 3,
+      "model": [
+        "67",
+        0
+      ]
+    },
+    "class_type": "ModelSamplingAuraFlow",
+    "_meta": {
+      "title": "采样算法（AuraFlow）"
+    }
+  },
+  "18": {
+    "inputs": {
+      "samples": [
+        "74",
+        0
+      ],
+      "vae": [
+        "9",
+        0
+      ]
+    },
+    "class_type": "VAEDecode",
+    "_meta": {
+      "title": "VAE解码"
+    }
+  },
+  "25": {
+    "inputs": {
+      "unet_name": "zib\\z_image_base_bf16.safetensors",
+      "weight_dtype": "default"
+    },
+    "class_type": "UNETLoader",
+    "_meta": {
+      "title": "UNet加载器"
+    }
+  },
+  "30": {
+    "inputs": {
+      "text": "月移花影，暗香盈袖间晕开一缕温婉，镜头选择 85mm f/1.4 黄金焦距，中国 19 岁古代大家闺秀，性压抑内敛，眉眼含愁却藏隐秘渴望，面敷烟粉底妆、黛色远山眉、胭脂晕染腮红、绛红哑光唇釉，冷白皮瓷肌清透细腻，月色下肌肤泛着柔光，面部阴影柔和过渡，眼神轻敛欲语还休，表情隐忍克制带一丝娇柔，婀娜多姿呈凭窗凝睇姿，乌黑发丝梳成垂云髻，繁复蓬松且根根真实，鬓边缀玉簪与银蝶步摇，步摇垂落鬓角轻颤生姿，眼角点朱红小梅花形花钿妆，身着纱质对襟衫配织金襦裙，月白浅蓝主调，纱衣轻透肌理细腻，披帛轻搭肩颈，衣料褶皱自然贴合肌肤，光影勾勒布料纹理反射与阴影渐变。面部额头至下巴完整清晰，居于画面中央偏上，核心暴露部位肩颈与下颌主导中景，清晰呈现肌肤细腻肌理、曲线与光影明暗过渡。前景由花枝形成朦胧层次，占比 25%，制造静谧氛围。背景为低饱和月色光晕，强烈虚化不抢主体。光线为侧面漫反射柔光，4200K，光影斑驳有浮光，勾勒面部轮廓、眼睛高光、唇部光泽，柔和轮廓光勾勒锁骨及肩颈边缘曲线，衣物保持自然垂坠的静止状态。32K 超高清，最高画质细腻渲染，写实逼真有质感，清晰呈现皮肤毛孔、细小绒毛、唇纹，整体色调清冷月白。",
+      "clip": [
+        "8",
+        0
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP文本编码"
+    }
+  },
+  "67": {
+    "inputs": {
+      "PowerLoraLoaderHeaderWidget": {
+        "type": "PowerLoraLoaderHeaderWidget"
+      },
+      "➕ Add Lora": "",
+      "model": [
+        "166",
+        0
+      ]
+    },
+    "class_type": "Power Lora Loader (rgthree)",
+    "_meta": {
+      "title": "权重Lora加载器"
+    }
+  },
+  "69": {
+    "inputs": {
+      "seed": 1016495585316900,
+      "steps": 8,
+      "cfg": 1,
+      "sampler_name": "res_2s",
+      "scheduler": "bong_tangent",
+      "denoise": 1,
+      "model": [
+        "12",
+        0
+      ],
+      "positive": [
+        "30",
+        0
+      ],
+      "negative": [
+        "79",
+        0
+      ],
+      "latent_image": [
+        "11",
+        0
+      ]
+    },
+    "class_type": "KSampler",
+    "_meta": {
+      "title": "K采样器"
+    }
+  },
+  "74": {
+    "inputs": {
+      "clean_file_cache": true,
+      "clean_processes": true,
+      "clean_dlls": true,
+      "retry_times": 2,
+      "anything": [
+        "69",
+        0
+      ]
+    },
+    "class_type": "RAMCleanup",
+    "_meta": {
+      "title": "释放内存"
+    }
+  },
+  "79": {
+    "inputs": {
+      "text": "色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走",
+      "clip": [
+        "8",
+        0
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP文本编码"
+    }
+  },
+  "165": {
+    "inputs": {
+      "lora_name": "zib\\Kook_Zimage_瑶光.safetensors",
+      "strength_model": 1,
+      "model": [
+        "25",
+        0
+      ]
+    },
+    "class_type": "LoraLoaderModelOnly",
+    "_meta": {
+      "title": "LoRA加载器（仅模型）"
+    }
+  },
+  "166": {
+    "inputs": {
+      "lora_name": "zib\\Z-Image-Fun-Lora-Distill-8-Steps-2603-ComfyUI.safetensors",
+      "strength_model": 0.45,
+      "model": [
+        "165",
+        0
+      ]
+    },
+    "class_type": "LoraLoaderModelOnly",
+    "_meta": {
+      "title": "LoRA加载器（仅模型）"
+    }
+  },
+  "167": {
+    "inputs": {
+      "filename_prefix": "ComfyUI",
+      "images": [
+        "18",
+        0
+      ]
+    },
+    "class_type": "SaveImage",
+    "_meta": {
+      "title": "保存图像"
+    }
+  }
+}

workflows/zib-白玉V2.json

@@ -0,0 +1,152 @@
+{
+  "11": {
+    "inputs": {
+      "width": 1280,
+      "height": 720,
+      "batch_size": 1
+    },
+    "class_type": "EmptySD3LatentImage",
+    "_meta": {
+      "title": "空Latent图像（SD3）"
+    }
+  },
+  "12": {
+    "inputs": {
+      "shift": 3,
+      "model": [
+        "166",
+        0
+      ]
+    },
+    "class_type": "ModelSamplingAuraFlow",
+    "_meta": {
+      "title": "采样算法（AuraFlow）"
+    }
+  },
+  "18": {
+    "inputs": {
+      "samples": [
+        "74",
+        0
+      ],
+      "vae": [
+        "42",
+        2
+      ]
+    },
+    "class_type": "VAEDecode",
+    "_meta": {
+      "title": "VAE解码"
+    }
+  },
+  "30": {
+    "inputs": {
+      "text": "Next Scene: 花拂玉颜，暗香浮动间漾出华贵艳丽，镜头选择 85mm f/1.4 黄金焦距，中国 19 岁古代大家闺秀，性压抑内敛，眉眼含愁却藏隐秘渴望，面敷烟粉底妆、黛色远山眉、胭脂晕染腮红、绛红哑光唇釉，冷白皮瓷肌清透细腻，光影斑驳面部微微发亮，眼神半阖眼尾微挑，表情克制中藏一丝慵懒，婀娜多姿呈斜卧支颐姿，乌黑发丝梳成低花髻，繁复蓬松且根根真实，鬓边缀额饰与细小宝石链吊饰，蝶形步摇垂落鬓角一步一响，眼角点朱红小梅花形花钿妆，身着披肩纱衣，浅绿嫩红主调，薄纱透肤感清晰，披帛轻漾于肩颈，衣料褶皱自然贴合肌肤，光影勾勒布料纹理反射与阴影渐变。面部额头至下巴完整清晰，居于画面中央偏上，核心暴露部位肩头主导中景，清晰呈现肌肤细腻肌理、曲线与光影明暗过渡。前景由烛影形成朦胧层次，占比 20%，制造慵懒氛围。背景为低饱和淡彩光晕，强烈虚化不抢主体。光线为 45° 暖侧光，4700K，光影斑驳有浮光，勾勒面部轮廓、眼睛高光、唇部光泽，柔和轮廓光勾勒锁骨及肩头边缘曲线，衣物保持自然垂坠的静止状态。32K 超高清，最高画质细腻渲染，写实逼真有质感，清晰呈现皮肤毛孔、细小绒毛、唇纹，整体色调嫩红浅绿。",
+      "clip": [
+        "42",
+        1
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP文本编码"
+    }
+  },
+  "35": {
+    "inputs": {
+      "filename_prefix": "ComfyUI",
+      "images": [
+        "18",
+        0
+      ]
+    },
+    "class_type": "SaveImage",
+    "_meta": {
+      "title": "保存图像"
+    }
+  },
+  "42": {
+    "inputs": {
+      "ckpt_name": "aio\\z-image\\Z-Image-Base-8steps-White_Marble-AIO_v2-fp8.safetensors"
+    },
+    "class_type": "CheckpointLoaderSimple",
+    "_meta": {
+      "title": "Checkpoint加载器（简易）"
+    }
+  },
+  "69": {
+    "inputs": {
+      "seed": 750779758893858,
+      "steps": 8,
+      "cfg": 1,
+      "sampler_name": "res_2s",
+      "scheduler": "bong_tangent",
+      "denoise": 1,
+      "model": [
+        "12",
+        0
+      ],
+      "positive": [
+        "30",
+        0
+      ],
+      "negative": [
+        "79",
+        0
+      ],
+      "latent_image": [
+        "11",
+        0
+      ]
+    },
+    "class_type": "KSampler",
+    "_meta": {
+      "title": "K采样器"
+    }
+  },
+  "74": {
+    "inputs": {
+      "clean_file_cache": true,
+      "clean_processes": true,
+      "clean_dlls": true,
+      "retry_times": 2,
+      "anything": [
+        "69",
+        0
+      ]
+    },
+    "class_type": "RAMCleanup",
+    "_meta": {
+      "title": "释放内存"
+    }
+  },
+  "79": {
+    "inputs": {
+      "text": "色调艳丽，过曝，静态，细节模糊不清，字幕，风格，作品，画作，画面，静止，整体发灰，最差质量，低质量，JPEG压缩残留，丑陋的，残缺的，多余的手指，画得不好的手部，画得不好的脸部，畸形的，毁容的，形态畸形的肢体，手指融合，静止不动的画面，杂乱的背景，三条腿，背景人很多，倒着走",
+      "clip": [
+        "42",
+        1
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP文本编码"
+    }
+  },
+  "166": {
+    "inputs": {
+      "PowerLoraLoaderHeaderWidget": {
+        "type": "PowerLoraLoaderHeaderWidget"
+      },
+      "➕ Add Lora": "",
+      "model": [
+        "42",
+        0
+      ]
+    },
+    "class_type": "Power Lora Loader (rgthree)",
+    "_meta": {
+      "title": "权重Lora加载器"
+    }
+  }
+}

workflows/zit-基础.json

@@ -0,0 +1,122 @@
+{
+  "4": {
+    "inputs": {
+      "seed": 290792387697524,
+      "steps": 8,
+      "cfg": 1,
+      "sampler_name": "euler",
+      "scheduler": "simple",
+      "denoise": 1,
+      "model": [
+        "42",
+        0
+      ],
+      "positive": [
+        "5",
+        0
+      ],
+      "negative": [
+        "6",
+        0
+      ],
+      "latent_image": [
+        "7",
+        0
+      ]
+    },
+    "class_type": "KSampler",
+    "_meta": {
+      "title": "K采样器"
+    }
+  },
+  "5": {
+    "inputs": {
+      "text": "孟子义,中景镜头，聚焦人物上半身，正面",
+      "clip": [
+        "41",
+        1
+      ]
+    },
+    "class_type": "CLIPTextEncode",
+    "_meta": {
+      "title": "CLIP文本编码"
+    }
+  },
+  "6": {
+    "inputs": {
+      "conditioning": [
+        "5",
+        0
+      ]
+    },
+    "class_type": "ConditioningZeroOut",
+    "_meta": {
+      "title": "条件零化"
+    }
+  },
+  "7": {
+    "inputs": {
+      "width": 512,
+      "height": 512,
+      "batch_size": 1
+    },
+    "class_type": "EmptyLatentImage",
+    "_meta": {
+      "title": "空Latent图像"
+    }
+  },
+  "8": {
+    "inputs": {
+      "samples": [
+        "4",
+        0
+      ],
+      "vae": [
+        "41",
+        2
+      ]
+    },
+    "class_type": "VAEDecode",
+    "_meta": {
+      "title": "VAE解码"
+    }
+  },
+  "37": {
+    "inputs": {
+      "filename_prefix": "ComfyUI",
+      "images": [
+        "8",
+        0
+      ]
+    },
+    "class_type": "SaveImage",
+    "_meta": {
+      "title": "保存图像"
+    }
+  },
+  "41": {
+    "inputs": {
+      "ckpt_name": "aio\\zit\\z-image-turbo-fp8-aio.safetensors"
+    },
+    "class_type": "CheckpointLoaderSimple",
+    "_meta": {
+      "title": "Checkpoint加载器（简易）"
+    }
+  },
+  "42": {
+    "inputs": {
+      "PowerLoraLoaderHeaderWidget": {
+        "type": "PowerLoraLoaderHeaderWidget"
+      },
+      "➕ Add Lora": "",
+      "model": [
+        "41",
+        0
+      ]
+    },
+    "class_type": "Power Lora Loader (rgthree)",
+    "_meta": {
+      "title": "权重Lora加载器"
+    }
+  }
+}