SDXL Concept Art Environment

Official adapter · maintained by ModelForgeLab

Trained on professional sci-fi environment and character art. Produces cinematic composition with hard edge lighting.

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-concept-art-lora")

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

Compatibility

• diffusers>=0.27
• ComfyUI