Files
hair/0716add-hair-api.json
T
xsl 94cdfd6de5 feat(接口2): 支持动态切换Flux模型+分辨率 + 模型对比测试脚本
代码改动:
- comfyui.py: run() 新增 unet_name 参数,提交前自动改写模型节点
  (.gguf→UnetLoaderGGUF, .safetensors→UNETLoader),并按模型自动同步
  文本编码器(4b→qwen_3_4b, 9b→qwen_3_8b),避免切换时维度不匹配
- redraw.py: run_redraw() 透传 unet_name
- service.py: generate_grow_results_swap/generate_grow_results 支持
  redraw_max_side(分辨率参数化) 和 unet_name 透传
- app.py: 接口2 新增 flux_model/redraw_max_side 两个 Form 参数(男女路径都加)
- test_interface2.html: 新增 Flux模型/压图长边 下拉选择器
- add_hair.json/0716add-hair-api.json: 工作流默认模型改为 9b

测试脚本:
- benchmark_matrix.py: 4模型×3分辨率×3图×3次 矩阵测试
- benchmark_hairstyle.py: 3图×5发型×10组合 发型对比测试
- benchmark_report.py/benchmark_hairstyle_report.py: HTML报告生成

清理:
- .gitignore: 排除 benchmark_out/、报告HTML、gateway.log、*.bak.*
- 移除 gateway.log 的 git 跟踪
2026-07-25 16:16:13 +08:00

327 lines
4.9 KiB
JSON

{
"16": {
"class_type": "UNETLoader",
"inputs": {
"unet_name": "flux2.0/flux-2-klein-9b-fp8.safetensors",
"weight_dtype": "fp8_e4m3fn_fast"
}
},
"3": {
"class_type": "VAELoader",
"inputs": {
"vae_name": "flux2-vae.safetensors"
}
},
"61": {
"class_type": "CLIPLoader",
"inputs": {
"clip_name": "qwen_3_8b_fp8mixed.safetensors",
"type": "flux2",
"device": "cpu"
}
},
"26": {
"class_type": "LoadImage",
"inputs": {
"image": "placeholder.png"
}
},
"60": {
"class_type": "JjkText",
"inputs": {
"text": "填充遮罩区域的头发,皮肤加一点磨皮,再加一点美颜"
}
},
"22": {
"class_type": "CLIPTextEncode",
"inputs": {
"clip": [
"61",
0
],
"text": [
"60",
0
]
}
},
"31": {
"class_type": "easy imageSize",
"inputs": {
"image": [
"26",
0
]
}
},
"33": {
"class_type": "Mask Fill Holes",
"inputs": {
"masks": [
"26",
1
]
}
},
"36": {
"class_type": "Convert Masks to Images",
"inputs": {
"masks": [
"33",
0
]
}
},
"39": {
"class_type": "ImageScale",
"inputs": {
"image": [
"36",
0
],
"upscale_method": "nearest-exact",
"width": [
"31",
0
],
"height": [
"31",
1
],
"crop": "disabled"
}
},
"37": {
"class_type": "Image To Mask",
"inputs": {
"image": [
"39",
0
],
"method": "intensity"
}
},
"32": {
"class_type": "LayerUtility: ImageScaleByAspectRatio V2",
"inputs": {
"image": [
"26",
0
],
"mask": [
"37",
0
],
"aspect_ratio": "custom",
"proportional_width": [
"31",
0
],
"proportional_height": [
"31",
1
],
"fit": "letterbox",
"method": "lanczos",
"round_to_multiple": "8",
"scale_to_side": "None",
"scale_to_length": 1024,
"background_color": "#000000"
}
},
"44": {
"class_type": "ImageAndMaskPreview",
"inputs": {
"image": [
"32",
0
],
"mask": [
"32",
1
],
"mask_opacity": 1,
"mask_color": "FFFF00",
"pass_through": true
}
},
"14": {
"class_type": "GetImageSize+",
"inputs": {
"image": [
"44",
0
]
}
},
"13": {
"class_type": "VAEEncode",
"inputs": {
"pixels": [
"44",
0
],
"vae": [
"3",
0
]
}
},
"2": {
"class_type": "ModelSamplingFlux",
"inputs": {
"model": [
"16",
0
],
"max_shift": 1.15,
"base_shift": 0.5,
"width": [
"14",
0
],
"height": [
"14",
1
]
}
},
"19": {
"class_type": "FluxGuidance",
"inputs": {
"conditioning": [
"22",
0
],
"guidance": 1
}
},
"5": {
"class_type": "ReferenceLatent",
"inputs": {
"conditioning": [
"19",
0
],
"latent": [
"13",
0
]
}
},
"7": {
"class_type": "EmptySD3LatentImage",
"inputs": {
"width": [
"14",
0
],
"height": [
"14",
1
],
"batch_size": 1
}
},
"1": {
"class_type": "BasicScheduler",
"inputs": {
"model": [
"2",
0
],
"scheduler": "simple",
"steps": 4,
"denoise": 1
}
},
"20": {
"class_type": "BasicGuider",
"inputs": {
"model": [
"2",
0
],
"conditioning": [
"5",
0
]
}
},
"6": {
"class_type": "RandomNoise",
"inputs": {
"noise_seed": 0
}
},
"8": {
"class_type": "KSamplerSelect",
"inputs": {
"sampler_name": "euler"
}
},
"9": {
"class_type": "SamplerCustomAdvanced",
"inputs": {
"noise": [
"6",
0
],
"guider": [
"20",
0
],
"sampler": [
"8",
0
],
"sigmas": [
"1",
0
],
"latent_image": [
"7",
0
]
}
},
"10": {
"class_type": "VAEDecode",
"inputs": {
"samples": [
"9",
0
],
"vae": [
"3",
0
]
}
},
"62": {
"class_type": "ColorMatch",
"inputs": {
"image_ref": [
"26",
0
],
"image_target": [
"10",
0
],
"method": "mkl",
"strength": 1,
"multithread": true
}
},
"17": {
"class_type": "SaveImage",
"inputs": {
"images": [
"62",
0
],
"filename_prefix": "hair_inpaint"
}
}
}