Load changes

app.py

@@ -51,9 +51,9 @@ def load_and_fuse_pipeline(model_id, lora_filename, pipeline_class, lora_repo_id
         return None
 
     try:
-        lora_path = hf_hub_download(repo_id=lora_repo_id, filename=lora_filename)
-        print(f"✅ LoRA downloaded for {model_id} to: {lora_path}")
-        pipe.load_lora_weights(lora_path, adapter_name="fusionx_lora")
+        print(f"✅ Loading LoRA for {model_id}...")
+        # Use the more direct loading method from the diffusers library
+        pipe.load_lora_weights(lora_repo_id, weight_name=lora_filename, adapter_name="fusionx_lora")
         pipe.set_adapters(["fusionx_lora"], adapter_weights=[0.75])
         pipe.fuse_lora()
         print(f"✅ FusionX LoRA loaded and fused for {model_id} with a weight of 0.75.")