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Run sdxl-turbo (Stable Diffusion XL Turbo) as a serverless endpoint for ultra-fast image generation.


RunPod


Usage

The worker accepts the following input parameters:

Parameter Type Default Required Description
prompt str None Yes The main text prompt describing the desired image
negative_prompt str None No Text prompt specifying concepts to exclude from the image
height int 512 No The height of the generated image in pixels (must be 512)
width int 512 No The width of the generated image in pixels (must be 512)
num_inference_steps int 1 No Number of denoising steps (1-8 for optimal Turbo performance)
guidance_scale float 0.0 No Guidance scale (typically 0.0 for Turbo, up to 2.0)
seed int None No Random seed for reproducibility. If None, a random seed is used
num_images int 1 No Number of images to generate per prompt (Constraint: must be 1-4)

Example Request

{
  "input": {
    "prompt": "a majestic steampunk dragon soaring through a cloudy sky, intricate clockwork details, golden hour lighting, highly detailed",
    "negative_prompt": "blurry, low quality, deformed, ugly",
    "height": 512,
    "width": 512,
    "num_inference_steps": 4,
    "guidance_scale": 0.0,
    "seed": 1337,
    "num_images": 1
  }
}

Example Response

which is producing an output like this:

{
  "delayTime": 2134,
  "executionTime": 1247,
  "id": "447f10b8-c745-4c3b-8fad-b1d4ebb7a65b-e1",
  "output": {
    "images": [
      {
        "image": "data:image/png;base64,iVBORw0KGgoAAAANSUhEUgAABAAAAAQACAIAAADwf7zU...",
        "seed": 1337
      }
    ],
    "generation_time": 0.85,
    "parameters": {
      "prompt": "a majestic steampunk dragon soaring through a cloudy sky, intricate clockwork details, golden hour lighting, highly detailed",
      "negative_prompt": "blurry, low quality, deformed, ugly",
      "width": 512,
      "height": 512,
      "num_inference_steps": 4,
      "guidance_scale": 0.0,
      "seed": 1337
    }
  },
  "status": "COMPLETED",
  "workerId": "462u6mrq9s28h6"
}

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Run sdxl-turbo as an serverless endpoint

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