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Qwen Image 2512 LoRA:高细节写实文生图模型及 API | RunComfy

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

根据文本生成写实图像,支持中英文文字渲染、精细细节与稳定的 LoRA 优化,适合产品摄影、营销视觉和创意设计流程。

目录

1. 快速开始2. 身份验证3. API 参考提交请求查询请求状态获取请求结果取消请求4. 文件输入托管文件(URL)5. 数据结构输入结构输出结构

1. 快速开始

使用 RunComfy 的 API 运行 qwen/qwen-image/qwen-image-2512/lora。 可接受的输入与输出请参阅模型的 数据结构说明。

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. 身份验证

将 YOUR_API_TOKEN 环境变量设置为您的 API 密钥(在 个人资料中管理密钥),并在每个请求的 Authorization 标头中以 Bearer 令牌形式携带: Authorization: Bearer $YOUR_API_TOKEN。

3. API 参考

提交请求

提交异步生成任务,将立即获得 request_id 以及用于查询状态、获取结果和取消的 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."
  }'

查询请求状态

根据 request_id 获取当前状态("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>"

获取请求结果

获取指定 request_id 的最终输出与元数据;若任务未完成,响应会返回当前状态,便于继续轮询。

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

取消请求

通过 request_id 取消排队中的任务;进行中的任务无法取消。

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

4. 文件输入

托管文件(URL)

请提供可公网访问的 HTTPS 地址。确保目标主机允许服务端拉取(无需登录或 Cookie)、未被限流或拦截爬虫。建议:图片 ≤ 50 MB(约 4K),视频 ≤ 100 MB(约 720p 下 2–5 分钟)。私有资源请使用稳定或预签名 URL。

5. 数据结构

输入结构

{
  "type": "object",
  "title": "输入结构",
  "required": [
    "prompt"
  ],
  "properties": {
    "prompt": {
      "title": "提示词",
      "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": "负面提示词",
      "description": "",
      "type": "string",
      "default": ""
    },
    "loras": {
      "title": "LoRA 配置",
      "description": "要应用的 LoRA 权重列表(最多 3 个)。每个 LoRA 均可使用 URL 或 HuggingFace 仓库 ID。",
      "type": "array",
      "default": [],
      "items": {
        "path": {
          "title": "LoRA 路径",
          "description": "LoRA 权重的 URL 或 HuggingFace 存储库 ID(所有者/存储库)。",
          "type": "string",
          "format": "str",
          "default": ""
        },
        "scale": {
          "title": "LoRA秤",
          "description": "LoRA 应用的比例因子(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": "宽高比(宽:高)",
      "description": "生成图像的尺寸;可选值分别对应不同宽高比。",
      "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": "推理步数",
      "description": "要执行的推理步数。",
      "type": "integer",
      "minimum": 1,
      "maximum": 50,
      "default": 28
    },
    "guidance_scale": {
      "title": "引导强度",
      "description": "图像生成所使用的引导强度。",
      "type": "float",
      "minimum": 0,
      "maximum": 20,
      "default": 4
    },
    "seed": {
      "title": "随机种子",
      "description": "",
      "type": "integer",
      "default": 0
    },
    "output_format": {
      "title": "输出格式",
      "description": "生成图像的文件格式。",
      "type": "string",
      "enum": [
        "jpeg",
        "png",
        "webp"
      ],
      "default": "png"
    }
  }
}

输出结构

{
  "output": {
    "type": "object",
    "properties": {
      "image": {
        "type": "string",
        "format": "uri",
        "description": "单张图片 URL"
      },
      "video": {
        "type": "string",
        "format": "uri",
        "description": "单个视频 URL"
      },
      "images": {
        "type": "array",
        "description": "多张图片 URL",
        "items": {
          "type": "string",
          "format": "uri"
        }
      },
      "videos": {
        "type": "array",
        "description": "多个视频 URL",
        "items": {
          "type": "string",
          "format": "uri"
        }
      }
    }
  }
}
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