Wan AI WAN 2.2 LoRA API | 定價與文件

wan-ai/wan-2-2/lora/text-to-video

依文字生成影片，並設定 LoRA、解析度、長寬比、影格數、FPS、推論步數與隨機種子。

1. 快速開始

使用 RunComfy 的 API 執行 wan-ai/wan-2-2/lora/text-to-video。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/wan-ai/wan-2-2/lora/text-to-video \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "Edge light, low contrast, medium close-up, daylight, left-heavy composition, clean single shot, warm tone, soft light, sunny light, side light, daytime. A young girl sits in a field of tall grass with two fluffy donkeys behind her. She is about 11 or 12 years old, wearing a floral dress, with braided pigtails and a pure smile. She gently plays with wildflowers beside her. Sunlight casts a natural, warm tone across the field.",
    "loras": [
      {
        "path": "https://huggingface.co/neph1/80s_fantasy_movies_wan_2.2/blob/main/80s_fantasy_wan_high_20.safetensors",
        "transformer": "both",
        "scale": 1
      }
    ]
  }'

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/wan-ai/wan-2-2/lora/text-to-video \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "Edge light, low contrast, medium close-up, daylight, left-heavy composition, clean single shot, warm tone, soft light, sunny light, side light, daytime. A young girl sits in a field of tall grass with two fluffy donkeys behind her. She is about 11 or 12 years old, wearing a floral dress, with braided pigtails and a pure smile. She gently plays with wildflowers beside her. Sunlight casts a natural, warm tone across the field.",
    "loras": [
      {
        "path": "https://huggingface.co/neph1/80s_fantasy_movies_wan_2.2/blob/main/80s_fantasy_wan_high_20.safetensors",
        "transformer": "both",
        "scale": 1
      }
    ]
  }'

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",
    "loras"
  ],
  "properties": {
    "prompt": {
      "title": "提示詞",
      "description": "描述主體、動作、環境、構圖與所需的視覺方向。",
      "type": "string",
      "default": "Edge light, low contrast, medium close-up, daylight, left-heavy composition, clean single shot, warm tone, soft light, sunny light, side light, daytime. A young girl sits in a field of tall grass with two fluffy donkeys behind her. She is about 11 or 12 years old, wearing a floral dress, with braided pigtails and a pure smile. She gently plays with wildflowers beside her. Sunlight casts a natural, warm tone across the field."
    },
    "loras": {
      "title": "LoRA",
      "description": "必填的 LoRA 清單，最多 3 個；每個路徑可使用 URL 或 Hugging Face 儲存庫 ID。",
      "type": "array",
      "default": [
        {
          "path": "https://huggingface.co/neph1/80s_fantasy_movies_wan_2.2/blob/main/80s_fantasy_wan_high_20.safetensors",
          "transformer": "both",
          "scale": 1
        }
      ],
      "items": {
        "path": {
          "title": "LoRA 路徑",
          "description": "LoRA 權重的 URL 或 Hugging Face 儲存庫 ID（owner/repo）。",
          "type": "string",
          "format": "str",
          "default": ""
        },
        "transformer": {
          "title": "LoRA 套用目標",
          "description": "可選 `high`、`low` 或 `both`，預設為 `both`。",
          "type": "string",
          "format": "str_with_choice",
          "enum": [
            "high",
            "low",
            "both"
          ],
          "default": "both"
        },
        "scale": {
          "title": "LoRA 強度",
          "description": "套用強度範圍為 0–4，預設值為 1。",
          "type": "float",
          "format": "float_slider_with_range",
          "minimum": 0,
          "maximum": 4,
          "default": 1
        }
      },
      "maxItems": 3,
      "minItems": 0
    },
    "resolution": {
      "title": "解析度",
      "description": "可選 `480p`、`580p` 或 `720p`，預設為 `480p`。",
      "type": "string",
      "enum": [
        "480p",
        "580p",
        "720p"
      ],
      "default": "480p"
    },
    "aspect_ratio": {
      "title": "長寬比（寬:高）",
      "description": "可選 `16:9`、`9:16` 或 `1:1`，預設為 `16:9`。",
      "type": "string",
      "enum": [
        "16:9",
        "9:16",
        "1:1"
      ],
      "default": "16:9"
    },
    "num_frames": {
      "title": "影格數",
      "description": "可設定為 17–161，預設值為 81。",
      "type": "integer",
      "default": 81,
      "minimum": 17,
      "maximum": 161
    },
    "frames_per_second": {
      "title": "每秒影格數",
      "description": "可設定為 4–60，預設值為 16。",
      "type": "integer",
      "default": 16,
      "minimum": 4,
      "maximum": 60
    },
    "num_inference_steps": {
      "title": "推論步數",
      "description": "可設定為 2–40，預設值為 27。",
      "type": "integer",
      "default": 27,
      "minimum": 2,
      "maximum": 40
    },
    "negative_prompt": {
      "title": "負面提示詞",
      "description": "選填，用於描述希望避免的元素。",
      "type": "string",
      "default": ""
    },
    "seed": {
      "title": "隨機種子",
      "description": "範圍為 10000–99999 的整數隨機種子。",
      "type": "integer",
      "maximum": 99999,
      "minimum": 10000,
      "default": 66969
    }
  }
}

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 wan-ai/wan-2-2/lora/text-to-video。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/wan-ai/wan-2-2/lora/text-to-video \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "Edge light, low contrast, medium close-up, daylight, left-heavy composition, clean single shot, warm tone, soft light, sunny light, side light, daytime. A young girl sits in a field of tall grass with two fluffy donkeys behind her. She is about 11 or 12 years old, wearing a floral dress, with braided pigtails and a pure smile. She gently plays with wildflowers beside her. Sunlight casts a natural, warm tone across the field.",
    "loras": [
      {
        "path": "https://huggingface.co/neph1/80s_fantasy_movies_wan_2.2/blob/main/80s_fantasy_wan_high_20.safetensors",
        "transformer": "both",
        "scale": 1
      }
    ]
  }'

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/wan-ai/wan-2-2/lora/text-to-video \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "Edge light, low contrast, medium close-up, daylight, left-heavy composition, clean single shot, warm tone, soft light, sunny light, side light, daytime. A young girl sits in a field of tall grass with two fluffy donkeys behind her. She is about 11 or 12 years old, wearing a floral dress, with braided pigtails and a pure smile. She gently plays with wildflowers beside her. Sunlight casts a natural, warm tone across the field.",
    "loras": [
      {
        "path": "https://huggingface.co/neph1/80s_fantasy_movies_wan_2.2/blob/main/80s_fantasy_wan_high_20.safetensors",
        "transformer": "both",
        "scale": 1
      }
    ]
  }'

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",
    "loras"
  ],
  "properties": {
    "prompt": {
      "title": "提示詞",
      "description": "描述主體、動作、環境、構圖與所需的視覺方向。",
      "type": "string",
      "default": "Edge light, low contrast, medium close-up, daylight, left-heavy composition, clean single shot, warm tone, soft light, sunny light, side light, daytime. A young girl sits in a field of tall grass with two fluffy donkeys behind her. She is about 11 or 12 years old, wearing a floral dress, with braided pigtails and a pure smile. She gently plays with wildflowers beside her. Sunlight casts a natural, warm tone across the field."
    },
    "loras": {
      "title": "LoRA",
      "description": "必填的 LoRA 清單，最多 3 個；每個路徑可使用 URL 或 Hugging Face 儲存庫 ID。",
      "type": "array",
      "default": [
        {
          "path": "https://huggingface.co/neph1/80s_fantasy_movies_wan_2.2/blob/main/80s_fantasy_wan_high_20.safetensors",
          "transformer": "both",
          "scale": 1
        }
      ],
      "items": {
        "path": {
          "title": "LoRA 路徑",
          "description": "LoRA 權重的 URL 或 Hugging Face 儲存庫 ID（owner/repo）。",
          "type": "string",
          "format": "str",
          "default": ""
        },
        "transformer": {
          "title": "LoRA 套用目標",
          "description": "可選 `high`、`low` 或 `both`，預設為 `both`。",
          "type": "string",
          "format": "str_with_choice",
          "enum": [
            "high",
            "low",
            "both"
          ],
          "default": "both"
        },
        "scale": {
          "title": "LoRA 強度",
          "description": "套用強度範圍為 0–4，預設值為 1。",
          "type": "float",
          "format": "float_slider_with_range",
          "minimum": 0,
          "maximum": 4,
          "default": 1
        }
      },
      "maxItems": 3,
      "minItems": 0
    },
    "resolution": {
      "title": "解析度",
      "description": "可選 `480p`、`580p` 或 `720p`，預設為 `480p`。",
      "type": "string",
      "enum": [
        "480p",
        "580p",
        "720p"
      ],
      "default": "480p"
    },
    "aspect_ratio": {
      "title": "長寬比（寬:高）",
      "description": "可選 `16:9`、`9:16` 或 `1:1`，預設為 `16:9`。",
      "type": "string",
      "enum": [
        "16:9",
        "9:16",
        "1:1"
      ],
      "default": "16:9"
    },
    "num_frames": {
      "title": "影格數",
      "description": "可設定為 17–161，預設值為 81。",
      "type": "integer",
      "default": 81,
      "minimum": 17,
      "maximum": 161
    },
    "frames_per_second": {
      "title": "每秒影格數",
      "description": "可設定為 4–60，預設值為 16。",
      "type": "integer",
      "default": 16,
      "minimum": 4,
      "maximum": 60
    },
    "num_inference_steps": {
      "title": "推論步數",
      "description": "可設定為 2–40，預設值為 27。",
      "type": "integer",
      "default": 27,
      "minimum": 2,
      "maximum": 40
    },
    "negative_prompt": {
      "title": "負面提示詞",
      "description": "選填，用於描述希望避免的元素。",
      "type": "string",
      "default": ""
    },
    "seed": {
      "title": "隨機種子",
      "description": "範圍為 10000–99999 的整數隨機種子。",
      "type": "integer",
      "maximum": 99999,
      "minimum": 10000,
      "default": 66969
    }
  }
}

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"
        }
      }
    }
  }
}

依文字生成影片，並設定 LoRA、解析度、長寬比、影格數、FPS、推論步數與隨機種子。

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

依文字生成影片，並設定 LoRA、解析度、長寬比、影格數、FPS、推論步數與隨機種子。

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

WAN 2.2 LoRA 文字生成影片：LoRA 與影格設定 | RunComfy

依文字生成影片，並設定 LoRA、解析度、長寬比、影格數、FPS、推論步數與隨機種子。

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

WAN 2.2 LoRA 文字生成影片：LoRA 與影格設定 | RunComfy

依文字生成影片，並設定 LoRA、解析度、長寬比、影格數、FPS、推論步數與隨機種子。

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