Fix bugs

app/gradio_demo.py

@@ -1022,4 +1022,4 @@ if __name__ == "__main__":
     model_path = args.model_path
     model_cls = args.model_cls
 
-    main()
+    main()
\ No newline at end of file

app/gradio_demo_zh.py

@@ -1022,4 +1022,4 @@ if __name__ == "__main__":
     model_path = args.model_path
     model_cls = args.model_cls
 
-    main()
+    main()
\ No newline at end of file

lightx2v/common/offload/manager.py

@@ -360,4 +360,4 @@ class MemoryBuffer:
             self.insertion_index = 0
             self.used_mem = 0
             torch.cuda.empty_cache()
-            gc.collect()
+            gc.collect()
\ No newline at end of file

lightx2v/models/networks/wan/infer/transformer_infer.py

@@ -503,4 +503,4 @@ class WanTransformerInfer(BaseTransformerInfer):
         if self.clean_cuda_cache:
             del y, c_gate_msa
             torch.cuda.empty_cache()
-        return x
+        return x
\ No newline at end of file

lightx2v/models/networks/wan/infer/utils.py

@@ -169,4 +169,4 @@ def sinusoidal_embedding_1d(dim, position):
     x = torch.cat([torch.cos(sinusoid), torch.sin(sinusoid)], dim=1)
     if GET_DTYPE() == "BF16":
         x = x.to(torch.bfloat16)
-    return x
+    return x
\ No newline at end of file