from diffusers import AutoPipelineForText2Image
import torch
pipeline = AutoPipelineForText2Image.from_pretrained(stabilityai/stable-diffusion-3-medium-diffusers, torch_dtype=torch.float16).to('cuda')
pipeline.load_lora_weights('jyp96/vase', weight_name='pytorch_lora_weights.safetensors')
image = pipeline('A photo of sks vase in a bucket').images[0]
Use it with UIs such as AUTOMATIC1111, Comfy UI, SD.Next, Invoke