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Qwen Image 2512 LoRA:高細節寫實文生圖模型及 API | RunComfy

qwen/qwen-image/qwen-image-2512/lora

根據文字生成寫實圖像,支援中英文文字渲染、精細細節與穩定的 LoRA 最佳化,適合產品攝影、行銷視覺和創意設計流程。

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

1. 快速開始

使用 RunComfy 的 API 執行 qwen/qwen-image/qwen-image-2512/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/qwen/qwen-image/qwen-image-2512/lora \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "A red-haired woman with voluminous, wavy hair stands in front of a densely packed wall of vibrant purple rhododendron flowers with rich green leaves. She is wearing round, pink-tinted reflective sunglasses that show a soft reflection of the floral environment. Her expression is confident and serene, her lips slightly parted. She wears a black spaghetti strap tank top and high-waisted, belted gray skirt. She holds up a blossoming flower with one hand, her skin fair with natural freckles. The lighting is natural and diffused, suggesting an overcast or shaded forest garden setting, resulting in soft shadows and rich, saturated colors. The image has a shallow depth of field, keeping the woman sharply in focus with slightly blurred background flowers. Captured from a medium-close angle at eye level, the mood is whimsical and modern, with a hint of vintage flair due to the color grading and styling. Style is cinematic, photorealistic, with high detail."
  }'

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/qwen/qwen-image/qwen-image-2512/lora \
  --header "Content-Type: application/json" \
  --header "Authorization: Bearer <token>" \
  --data '{
    "prompt": "A red-haired woman with voluminous, wavy hair stands in front of a densely packed wall of vibrant purple rhododendron flowers with rich green leaves. She is wearing round, pink-tinted reflective sunglasses that show a soft reflection of the floral environment. Her expression is confident and serene, her lips slightly parted. She wears a black spaghetti strap tank top and high-waisted, belted gray skirt. She holds up a blossoming flower with one hand, her skin fair with natural freckles. The lighting is natural and diffused, suggesting an overcast or shaded forest garden setting, resulting in soft shadows and rich, saturated colors. The image has a shallow depth of field, keeping the woman sharply in focus with slightly blurred background flowers. Captured from a medium-close angle at eye level, the mood is whimsical and modern, with a hint of vintage flair due to the color grading and styling. Style is cinematic, photorealistic, with high detail."
  }'

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"
  ],
  "properties": {
    "prompt": {
      "title": "提示詞",
      "description": "",
      "type": "string",
      "default": "A red-haired woman with voluminous, wavy hair stands in front of a densely packed wall of vibrant purple rhododendron flowers with rich green leaves. She is wearing round, pink-tinted reflective sunglasses that show a soft reflection of the floral environment. Her expression is confident and serene, her lips slightly parted. She wears a black spaghetti strap tank top and high-waisted, belted gray skirt. She holds up a blossoming flower with one hand, her skin fair with natural freckles. The lighting is natural and diffused, suggesting an overcast or shaded forest garden setting, resulting in soft shadows and rich, saturated colors. The image has a shallow depth of field, keeping the woman sharply in focus with slightly blurred background flowers. Captured from a medium-close angle at eye level, the mood is whimsical and modern, with a hint of vintage flair due to the color grading and styling. Style is cinematic, photorealistic, with high detail."
    },
    "negative_prompt": {
      "title": "負面提示詞",
      "description": "",
      "type": "string",
      "default": ""
    },
    "loras": {
      "title": "LoRA 設定",
      "description": "要套用的 LoRA 權重清單(最多 3 個)。每個 LoRA 均可使用 URL 或 HuggingFace 儲存庫 ID。",
      "type": "array",
      "default": [],
      "items": {
        "path": {
          "title": "LoRA 路徑",
          "description": "LoRA 權重的 URL 或 HuggingFace 儲存庫 ID(擁有者/儲存庫)。",
          "type": "string",
          "format": "str",
          "default": ""
        },
        "scale": {
          "title": "LoRA秤",
          "description": "LoRA 應用的比例因子(0.0 至 4.0)。",
          "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": "生成圖像的尺寸;可選值分別對應不同長寬比。",
      "type": "string",
      "enum": [
        "square_hd",
        "square",
        "portrait_4_3",
        "portrait_16_9",
        "landscape_4_3",
        "landscape_16_9"
      ],
      "default": "landscape_4_3"
    },
    "num_inference_steps": {
      "title": "推理步數",
      "description": "要執行的推理步數。",
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "default": 28
    },
    "guidance_scale": {
      "title": "引導強度",
      "description": "圖像生成所使用的引導強度。",
      "type": "float",
      "minimum": 0,
      "maximum": 20,
      "default": 4
    },
    "seed": {
      "title": "隨機種子",
      "description": "",
      "type": "integer",
      "default": 0
    },
    "output_format": {
      "title": "輸出格式",
      "description": "生成圖像的檔案格式。",
      "type": "string",
      "enum": [
        "jpeg",
        "png",
        "webp"
      ],
      "default": "png"
    }
  }
}

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"
        }
      }
    }
  }
}
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