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1from diffusers import DiffusionPipeline, AutoencoderKL, utils
2
3vae = AutoencoderKL.from_pretrained("madebyollin/sdxl-vae-fp16-fix", torch_dtype=torch.float16)
4
5pipeline = DiffusionPipeline.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", vae=vae, torch_dtype=torch.float16, variant="fp16")
6pipeline.to("cuda")
7
8pipeline.load_lora_weights("jonathandinu/sdxl-metamorphosis-lora", weight_name="pytorch_lora_weights.safetensors")
9
10pipeline(
11 prompt="an astronaut in the jungle",
12 num_inference_steps=30,
13 generator=torch.manual_seed(1)
14).images[0]1from diffusers import AutoPipelineForImage2Image
2
3url = "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/diffusers/img2img-sdxl-init.png"
4
5vae = AutoencoderKL.from_pretrained("madebyollin/sdxl-vae-fp16-fix", torch_dtype=torch.float16)
6
7pipeline = AutoPipelineForImage2Image.from_pretrained("stabilityai/stable-diffusion-xl-base-1.0", vae=vae, torch_dtype=torch.float16, variant="fp16")
8pipeline.to("cuda")
9
10pipeline.load_lora_weights("jonathandinu/sdxl-metamorphosis-lora", weight_name="pytorch_lora_weights.safetensors")
11
12pipeline(
13 prompt="an astronaut in the jungle",
14 image=init_image,
15 num_inference_steps=30,
16 generator=torch.manual_seed(1),
17 strength=0.7
18).images[0]