Tongyi Mai Z Image Inpainting LoRA API | 定價與文件

tongyi-mai/z-image/turbo/inpainting/lora

精準編輯遮罩區域，視需要疊加最多 3 個 LoRA，並盡量維持原圖的光影、材質與構圖一致。

1. 快速開始

使用 RunComfy 的 API 執行 tongyi-mai/z-image/turbo/inpainting/lora。可接受的輸入與輸出請參閱模型的資料結構說明。

curl --request POST \
  --url https://model-api.runcomfy.net/v1/models/tongyi-mai/z-image/turbo/inpainting/lora \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "Replace the girl’s current top with a short red polka-dot swimsuit top. Keep the girl’s face, hairstyle, body proportions, and pose unchanged. The lighting should be natural and consistent with a beach environment, with realistic colors and details.",
    "image_url": "https://playgrounds-storage-public.runcomfy.net/tools/7294/media-files/input-1-1.png",
    "mask_image_url": "https://playgrounds-storage-public.runcomfy.net/tools/7294/media-files/mask.png"
  }'

2. 身分驗證

將 YOUR_API_TOKEN 環境變數設為您的 API 金鑰（在個人資料中管理金鑰），並在每個請求的 Authorization 標頭中以 Bearer 權杖形式攜帶： Authorization: Bearer $YOUR_API_TOKEN。

3. API 參考

提交請求

提交非同步生成工作後，將立即取得 request_id 以及用於查詢狀態、取得結果與取消的 URL。

curl --request POST \
  --url https://model-api.runcomfy.net/v1/models/tongyi-mai/z-image/turbo/inpainting/lora \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "Replace the girl’s current top with a short red polka-dot swimsuit top. Keep the girl’s face, hairstyle, body proportions, and pose unchanged. The lighting should be natural and consistent with a beach environment, with realistic colors and details.",
    "image_url": "https://playgrounds-storage-public.runcomfy.net/tools/7294/media-files/input-1-1.png",
    "mask_image_url": "https://playgrounds-storage-public.runcomfy.net/tools/7294/media-files/mask.png"
  }'

查詢請求狀態

依 request_id 取得目前狀態（「in_queue」、「in_progress」、「completed」或「cancelled」）。

curl --request GET \
  --url https://model-api.runcomfy.net/v1/requests/{request_id}/status \
  --header "Authorization: Bearer <token>"

取得請求結果

取得指定 request_id 的最終輸出與中繼資料；若工作尚未完成，回應會回傳目前狀態，方便繼續輪詢。

curl --request GET \
  --url https://model-api.runcomfy.net/v1/requests/{request_id}/result \
  --header "Authorization: Bearer <token>"

取消請求

透過 request_id 取消排隊中的工作；進行中的工作無法取消。

curl --request POST \
  --url https://model-api.runcomfy.net/v1/requests/{request_id}/cancel \
  --header "Authorization: Bearer <token>"

4. 檔案輸入

託管檔案（URL）

請提供可公開存取的 HTTPS 位址。確保目標主機允許伺服器端抓取（無需登入或 Cookie）、未被限流或阻擋機器人。建議：圖片 ≤ 50 MB（約 4K），影片 ≤ 100 MB（約 720p 下 2–5 分鐘）。私人資產請使用穩定或預先簽署 URL。

5. 資料結構

輸入結構

{
  "type": "object",
  "title": "輸入結構",
  "required": [
    "prompt",
    "image_url",
    "mask_image_url"
  ],
  "properties": {
    "prompt": {
      "title": "提示詞",
      "description": "",
      "type": "string",
      "default": "Replace the girl’s current top with a short red polka-dot swimsuit top. Keep the girl’s face, hairstyle, body proportions, and pose unchanged. The lighting should be natural and consistent with a beach environment, with realistic colors and details."
    },
    "image_url": {
      "title": "圖片",
      "description": "用於局部重繪的有效原圖 URL。",
      "type": "string",
      "default": "https://playgrounds-storage-public.runcomfy.net/tools/7294/media-files/input-1-1.png"
    },
    "mask_image_url": {
      "title": "遮罩圖片",
      "description": "用於指定編輯區域的有效遮罩圖片 URL。",
      "type": "string",
      "default": "https://playgrounds-storage-public.runcomfy.net/tools/7294/media-files/mask.png"
    },
    "control_start": {
      "title": "控制起點",
      "description": "ControlNet 條件開始生效的位置，取值範圍為 0 到 1。",
      "type": "float",
      "minimum": 0,
      "maximum": 1,
      "default": 0
    },
    "strength": {
      "title": "重繪強度",
      "description": "控制局部重繪條件的作用強度。",
      "type": "float",
      "minimum": 0,
      "maximum": 1,
      "default": 1
    },
    "loras": {
      "title": "LoRA",
      "description": "要套用的 LoRA 清單，最多可加入 3 個。",
      "type": "array",
      "items": {
        "path": {
          "title": "LoRA 路徑",
          "description": "LoRA 權重的 URL 或 HuggingFace 儲存庫 ID（owner/repo）。",
          "type": "string",
          "format": "str",
          "default": ""
        },
        "scale": {
          "title": "LoRA 強度",
          "description": "控制 LoRA 模型的套用強度。",
          "type": "float",
          "format": "float_slider_with_range",
          "minimum": 0,
          "maximum": 4,
          "default": 1
        }
      },
      "maxItems": 3,
      "minItems": 0
    },
    "image_size": {
      "title": "長寬比（寬:高）",
      "description": "",
      "type": "string",
      "enum": [
        "square_hd",
        "square",
        "portrait_4_3",
        "portrait_16_9",
        "landscape_4_3",
        "landscape_16_9",
        "auto"
      ],
      "default": "auto"
    },
    "num_inference_steps": {
      "title": "推理步數",
      "description": "控制擴散推理的步數。",
      "type": "integer",
      "minimum": 1,
      "maximum": 30,
      "default": 20
    },
    "seed": {
      "title": "隨機種子",
      "description": "",
      "type": "integer",
      "default": 0
    },
    "output_format": {
      "title": "輸出格式",
      "description": "指定產生圖片的檔案格式。",
      "type": "string",
      "enum": [
        "jpeg",
        "png",
        "webp"
      ],
      "default": "png"
    },
    "control_scale": {
      "title": "控制強度",
      "description": "設定局部重繪 ControlNet 條件的作用強度。",
      "type": "float",
      "minimum": 0,
      "maximum": 1,
      "default": 0.75
    },
    "control_end": {
      "title": "控制終點",
      "description": "ControlNet 條件停止生效的位置，取值範圍為 0 到 1。",
      "type": "float",
      "minimum": 0,
      "maximum": 1,
      "default": 0.6
    }
  }
}

輸出結構

{
  "output": {
    "type": "object",
    "properties": {
      "image": {
        "type": "string",
        "format": "uri",
        "description": "單張圖片 URL"
      },
      "video": {
        "type": "string",
        "format": "uri",
        "description": "單一影片 URL"
      },
      "images": {
        "type": "array",
        "description": "多張圖片 URL",
        "items": {
          "type": "string",
          "format": "uri"
        }
      },
      "videos": {
        "type": "array",
        "description": "多個影片 URL",
        "items": {
          "type": "string",
          "format": "uri"
        }
      }
    }
  }
}

RunComfy

RunComfy 是首選的 ComfyUI 平台，提供 ComfyUI 在線環境和服務，以及 ComfyUI 工作流程具有驚豔的視覺效果。 RunComfy還提供 AI Models, 幫助藝術家利用最新的AI工具創作出令人驚艷的藝術作品。

1. 快速開始

使用 RunComfy 的 API 執行 tongyi-mai/z-image/turbo/inpainting/lora。可接受的輸入與輸出請參閱模型的資料結構說明。

curl --request POST \
  --url https://model-api.runcomfy.net/v1/models/tongyi-mai/z-image/turbo/inpainting/lora \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "Replace the girl’s current top with a short red polka-dot swimsuit top. Keep the girl’s face, hairstyle, body proportions, and pose unchanged. The lighting should be natural and consistent with a beach environment, with realistic colors and details.",
    "image_url": "https://playgrounds-storage-public.runcomfy.net/tools/7294/media-files/input-1-1.png",
    "mask_image_url": "https://playgrounds-storage-public.runcomfy.net/tools/7294/media-files/mask.png"
  }'

3. API 參考

提交請求

提交非同步生成工作後，將立即取得 request_id 以及用於查詢狀態、取得結果與取消的 URL。

curl --request POST \
  --url https://model-api.runcomfy.net/v1/models/tongyi-mai/z-image/turbo/inpainting/lora \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "Replace the girl’s current top with a short red polka-dot swimsuit top. Keep the girl’s face, hairstyle, body proportions, and pose unchanged. The lighting should be natural and consistent with a beach environment, with realistic colors and details.",
    "image_url": "https://playgrounds-storage-public.runcomfy.net/tools/7294/media-files/input-1-1.png",
    "mask_image_url": "https://playgrounds-storage-public.runcomfy.net/tools/7294/media-files/mask.png"
  }'

查詢請求狀態

依 request_id 取得目前狀態（「in_queue」、「in_progress」、「completed」或「cancelled」）。

curl --request GET \
  --url https://model-api.runcomfy.net/v1/requests/{request_id}/status \
  --header "Authorization: Bearer <token>"

取得請求結果

取得指定 request_id 的最終輸出與中繼資料；若工作尚未完成，回應會回傳目前狀態，方便繼續輪詢。

curl --request GET \
  --url https://model-api.runcomfy.net/v1/requests/{request_id}/result \
  --header "Authorization: Bearer <token>"

取消請求

透過 request_id 取消排隊中的工作；進行中的工作無法取消。

curl --request POST \
  --url https://model-api.runcomfy.net/v1/requests/{request_id}/cancel \
  --header "Authorization: Bearer <token>"

4. 檔案輸入

託管檔案（URL）

5. 資料結構

輸入結構

{
  "type": "object",
  "title": "輸入結構",
  "required": [
    "prompt",
    "image_url",
    "mask_image_url"
  ],
  "properties": {
    "prompt": {
      "title": "提示詞",
      "description": "",
      "type": "string",
      "default": "Replace the girl’s current top with a short red polka-dot swimsuit top. Keep the girl’s face, hairstyle, body proportions, and pose unchanged. The lighting should be natural and consistent with a beach environment, with realistic colors and details."
    },
    "image_url": {
      "title": "圖片",
      "description": "用於局部重繪的有效原圖 URL。",
      "type": "string",
      "default": "https://playgrounds-storage-public.runcomfy.net/tools/7294/media-files/input-1-1.png"
    },
    "mask_image_url": {
      "title": "遮罩圖片",
      "description": "用於指定編輯區域的有效遮罩圖片 URL。",
      "type": "string",
      "default": "https://playgrounds-storage-public.runcomfy.net/tools/7294/media-files/mask.png"
    },
    "control_start": {
      "title": "控制起點",
      "description": "ControlNet 條件開始生效的位置，取值範圍為 0 到 1。",
      "type": "float",
      "minimum": 0,
      "maximum": 1,
      "default": 0
    },
    "strength": {
      "title": "重繪強度",
      "description": "控制局部重繪條件的作用強度。",
      "type": "float",
      "minimum": 0,
      "maximum": 1,
      "default": 1
    },
    "loras": {
      "title": "LoRA",
      "description": "要套用的 LoRA 清單，最多可加入 3 個。",
      "type": "array",
      "items": {
        "path": {
          "title": "LoRA 路徑",
          "description": "LoRA 權重的 URL 或 HuggingFace 儲存庫 ID（owner/repo）。",
          "type": "string",
          "format": "str",
          "default": ""
        },
        "scale": {
          "title": "LoRA 強度",
          "description": "控制 LoRA 模型的套用強度。",
          "type": "float",
          "format": "float_slider_with_range",
          "minimum": 0,
          "maximum": 4,
          "default": 1
        }
      },
      "maxItems": 3,
      "minItems": 0
    },
    "image_size": {
      "title": "長寬比（寬:高）",
      "description": "",
      "type": "string",
      "enum": [
        "square_hd",
        "square",
        "portrait_4_3",
        "portrait_16_9",
        "landscape_4_3",
        "landscape_16_9",
        "auto"
      ],
      "default": "auto"
    },
    "num_inference_steps": {
      "title": "推理步數",
      "description": "控制擴散推理的步數。",
      "type": "integer",
      "minimum": 1,
      "maximum": 30,
      "default": 20
    },
    "seed": {
      "title": "隨機種子",
      "description": "",
      "type": "integer",
      "default": 0
    },
    "output_format": {
      "title": "輸出格式",
      "description": "指定產生圖片的檔案格式。",
      "type": "string",
      "enum": [
        "jpeg",
        "png",
        "webp"
      ],
      "default": "png"
    },
    "control_scale": {
      "title": "控制強度",
      "description": "設定局部重繪 ControlNet 條件的作用強度。",
      "type": "float",
      "minimum": 0,
      "maximum": 1,
      "default": 0.75
    },
    "control_end": {
      "title": "控制終點",
      "description": "ControlNet 條件停止生效的位置，取值範圍為 0 到 1。",
      "type": "float",
      "minimum": 0,
      "maximum": 1,
      "default": 0.6
    }
  }
}

輸出結構

{
  "output": {
    "type": "object",
    "properties": {
      "image": {
        "type": "string",
        "format": "uri",
        "description": "單張圖片 URL"
      },
      "video": {
        "type": "string",
        "format": "uri",
        "description": "單一影片 URL"
      },
      "images": {
        "type": "array",
        "description": "多張圖片 URL",
        "items": {
          "type": "string",
          "format": "uri"
        }
      },
      "videos": {
        "type": "array",
        "description": "多個影片 URL",
        "items": {
          "type": "string",
          "format": "uri"
        }
      }
    }
  }
}

精準編輯遮罩區域，視需要疊加最多 3 個 LoRA，並盡量維持原圖的光影、材質與構圖一致。

目錄

1. 快速開始

2. 身分驗證

3. API 參考

提交請求

查詢請求狀態

取得請求結果

取消請求

4. 檔案輸入

託管檔案（URL）

5. 資料結構

輸入結構

輸出結構

精準編輯遮罩區域，視需要疊加最多 3 個 LoRA，並盡量維持原圖的光影、材質與構圖一致。

目錄

1. 快速開始

2. 身分驗證

3. API 參考

提交請求

查詢請求狀態

取得請求結果

取消請求

4. 檔案輸入

託管檔案（URL）

5. 資料結構

輸入結構

輸出結構

Z Image Inpainting LoRA：支援 LoRA 的精準局部重繪 | RunComfy

精準編輯遮罩區域，視需要疊加最多 3 個 LoRA，並盡量維持原圖的光影、材質與構圖一致。

目錄

1. 快速開始

2. 身分驗證

3. API 參考

提交請求

查詢請求狀態

取得請求結果

取消請求

4. 檔案輸入

託管檔案（URL）

5. 資料結構

輸入結構

輸出結構

Z Image Inpainting LoRA：支援 LoRA 的精準局部重繪 | RunComfy

精準編輯遮罩區域，視需要疊加最多 3 個 LoRA，並盡量維持原圖的光影、材質與構圖一致。

目錄

1. 快速開始

2. 身分驗證

3. API 參考

提交請求

查詢請求狀態

取得請求結果

取消請求

4. 檔案輸入

託管檔案（URL）

5. 資料結構

輸入結構

輸出結構