trying to fix 3d model issue

app.py

@@ -25,8 +25,6 @@ from src.utils.infer_util import (remove_background, resize_foreground)
 from src.utils.mesh_util import save_glb, save_obj
 from src.utils.train_util import instantiate_from_config
 
-torch.backends.cuda.matmul.allow_tf32 = True
-
 
 def find_cuda():
     cuda_home = os.environ.get('CUDA_HOME') or os.environ.get('CUDA_PATH')
@@ -186,19 +184,6 @@ model.load_state_dict(state_dict, strict=True)
 
 model = model.to(device)
 
-# Load text-to-image model
-print('Loading text-to-image model ...')
-
-pipe = StableDiffusionXLPipeline.from_pretrained(
-    "stabilityai/stable-diffusion-xl-base-1.0", torch_dtype=torch.bfloat16)
-pipe.to(device="cuda", dtype=torch.bfloat16)
-
-unet_state = load_file(hf_hub_download(
-    "ByteDance/Hyper-SD", "Hyper-SDXL-1step-Unet.safetensors"), device="cuda")
-pipe.unet.load_state_dict(unet_state)
-pipe.scheduler = LCMScheduler.from_config(
-    pipe.scheduler.config, timestep_spacing="trailing")
-
 print('Loading Finished!')
 
 # Gradio UI