kumo24/sdxl_nuclear

This is the Stable Diffusion XL UNet fine-tuned on images related to nuclear energy. Code below shows how to use it.

import torch
from diffusers import DiffusionPipeline, UNet2DConditionModel

custom_unet = UNet2DConditionModel.from_pretrained("kumo24/sdxl_nuclear", 
                                                   torch_dtype=torch.float16,
                                                   use_safetensors=True)


pipe = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0",
                                         unet=custom_unet,
                                         torch_dtype=torch.float16,
                                         variant="fp16",
                                         use_safetensors=True).to('cuda')

prompt = "A model of the ZETA generator, Britain’s first nuclear fusion experiment"
image = pipe(prompt).images[0]
image