Update README.md

README.md

@@ -92,14 +92,17 @@ TensorArt Stable Diffusion 3.5 Medium Turbo (SD3.5M Turbo) is a high-performance
    from diffusers import StableDiffusion3Pipeline
    import numpy as np
    from safetensors.torch import load_file
+   from huggingface_hub import hf_hub_download
+
+   repo = "tensorart/stable-diffusion-3.5-medium-turbo"
+   ckpt = "lora_sd3.5m_turbo_8steps.safetensors"
 
    pipe = StableDiffusion3Pipeline.from_pretrained("stabilityai/stable-diffusion-3.5-medium", torch_dtype=torch.float16,)
                                                    
    pipe = pipe.to("cuda")
 
-   lora_weights_dir = 'tensorart/stable-diffusion-3.5-medium-turbo/lora_sd3.5m_turbo_8steps.safetensors'
-   pcm_lora_weight = load_file(lora_weights_dir)
-
+   pipe.load_lora_weights(hf_hub_download(repo, ckpt))
+   pipe.fuse_lora()
 
 
    pipe = pipe.to("cuda")