api_workflows/viggle_v021_image_edit_api.json

{
  "1": {
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    "inputs": {
      "unet_name": "qwen_image_2.1_bf16.safetensors",
      "weight_dtype": "default"
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    "class_type": "LoraLoaderBypassModelOnly",
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      "lora_name": "qwen_image_2.1_viggle_turbo_v0.2.1_r256_comfy.safetensors",
      "strength_model": 1.0
    }
  },
  "3": {
    "class_type": "CLIPLoader",
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      "clip_name": "qwen3vl_8b_int8_convrot.safetensors",
      "type": "qwen_image",
      "device": "default"
    }
  },
  "4": {
    "class_type": "VAELoader",
    "inputs": {
      "vae_name": "qwen_image_2.1_vae_bf16.safetensors"
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  },
  "5": {
    "class_type": "TextEncodeQwenImage21",
    "inputs": {
      "clip": [
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      ],
      "vae": [
        "4",
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      ],
      "prompt": "Turn the red square into a yellow circle",
      "negative_prompt": "",
      "resolution": 512,
      "images.image_1": [
        "21",
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      ]
    }
  },
  "6": {
    "class_type": "StringFormat",
    "inputs": {
      "values.a": [
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      ],
      "f_string": "a ** (0.5 + 0.4 * ({a[samples].shape[2]} * {a[samples].shape[3]} - 256) / 7936)"
    }
  },
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    "class_type": "ComfyMathExpression",
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    "class_type": "StringFormat",
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      "values.d": [
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      "values.e": [
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      "f_string": "1, {a:.10f}, {b:.10f}, {c:.10f}, {d:.10f}, {e:.10f}, 0"
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  },
  "14": {
    "class_type": "ManualSigmas",
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      "sigmas": [
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  },
  "15": {
    "class_type": "BasicGuider",
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      "model": [
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      "conditioning": [
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  },
  "16": {
    "class_type": "RandomNoise",
    "inputs": {
      "noise_seed": 42
    }
  },
  "17": {
    "class_type": "KSamplerSelect",
    "inputs": {
      "sampler_name": "euler"
    }
  },
  "18": {
    "class_type": "SamplerCustomAdvanced",
    "inputs": {
      "noise": [
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      "guider": [
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      "sampler": [
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      "sigmas": [
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      "latent_image": [
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    }
  },
  "19": {
    "class_type": "VAEDecode",
    "inputs": {
      "samples": [
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      ],
      "vae": [
        "4",
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      ]
    }
  },
  "20": {
    "class_type": "SaveImage",
    "inputs": {
      "images": [
        "19",
        0
      ],
      "filename_prefix": "ViggleV021"
    }
  },
  "23": {
    "class_type": "QwenImage21Cache",
    "inputs": {
      "model": [
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        0
      ],
      "device": "off",
      "dtype": "default"
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  },
  "24": {
    "class_type": "PrimitiveFloat",
    "inputs": {
      "value": 2.718281828459045
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  },
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    "class_type": "ComfyMathExpression",
    "inputs": {
      "expression": "a / (a + 1 / 0.9375 - 1)",
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  },
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    "class_type": "ComfyMathExpression",
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    "class_type": "ComfyMathExpression",
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      "expression": "a / (a + 1 / 0.75 - 1)",
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  },
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    "class_type": "ComfyMathExpression",
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      "expression": "a / (a + 1 / 0.5 - 1)",
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  },
  "21": {
    "class_type": "LoadImage",
    "inputs": {
      "image": "reference.png"
    }
  }
}