优化为4b 模型

0716add-hair-api.json

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+{"16": {"class_type": "UNETLoader", "inputs": {"unet_name": "flux-2-klein-4b-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_4b.safetensors", "type": "flux2", "device": "default"}}, "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"}}, "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"}}}