SDXL Product Photography

Official adapter · maintained by ModelForgeLab

Studio-lit product shots on seamless backgrounds. Great for catalog mockups.

Sample outputs

Usage

from diffusers import DiffusionPipeline
import torch

pipe = DiffusionPipeline.from_pretrained(
    "stabilityai/stable-diffusion-xl-base-1.0",
    torch_dtype=torch.float16,
).to("cuda")
pipe.load_lora_weights("modelforgelab/sdxl-product-photo-lora")

image = pipe("your prompt here").images[0]
image.save("output.png")

Compatibility

• diffusers>=0.27
• ComfyUI