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stable-diffusion-xl-base-1.0

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i can't run stable diffusion as inference . Did i miss something ? thanks

diffuser_path = "/home/user/stabilityai/diffusion-xl"
tokenizer_path = "/home/user/stabilityai/diffusion-xl/tokenizer"
text_encoder_path = "/home/user/stabilityai/diffusion-xl/text_encoder"

pipe = DiffusionPipeline.from_pretrained(diffuser_path, 
                                         use_safetensors=True, ).to("cuda")