compare_models
Compare Stable Diffusion models by generating images from the same prompt across multiple checkpoints. Obtain side-by-side results to evaluate model outputs.
Instructions
Generate images from multiple models using the same prompt for comparison.
Args:
pipeline: Pipeline to use — "sd15", "sdxl", or "illustrious"
positive_prompt: Text prompt for all models
models: List of model checkpoint filenames to compare (2-6)
negative_prompt: Negative prompt (things to avoid)
width: Image width in pixels (256-2048)
height: Image height in pixels (256-2048)
steps: Number of inference steps (1-150)
cfg_scale: Classifier-free guidance scale (1-30)
seed: Fixed seed for fair comparison (default 42)
scheduler: Noise scheduler name
Input Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| seed | No | ||
| steps | No | ||
| width | No | ||
| height | No | ||
| models | Yes | ||
| pipeline | Yes | ||
| cfg_scale | No | ||
| scheduler | No | DPM++ 2M | |
| negative_prompt | No | ||
| positive_prompt | Yes |
Output Schema
TableJSON Schema
| Name | Required | Description | Default |
|---|---|---|---|
| result | Yes |