from diffusers import AutoPipelineForText2Image
import torch

pipeline = AutoPipelineForText2Image.from_pretrained('stabilityai/stable-diffusion-xl-base-1.0', torch_dtype=torch.float16).to('cuda')
pipeline.load_lora_weights('artificialguybr/doodle-redmond-doodle-hand-drawing-style-lora-for-sd-xl', weight_name='DoodleRedmond-Doodle-DoodleRedm.safetensors')
image = pipeline('A drawing of
alien, caricature,
, doodle, DoodleRedm
,  ').images[0]

For more details, including weighting, merging and fusing LoRAs, check the documentation on loading LoRAs in diffusers

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