Trying to get the lora to load properly

app.py

@@ -33,21 +33,18 @@ pipe = WanImageToVideoPipeline.from_pretrained(
 pipe.scheduler = UniPCMultistepScheduler.from_config(pipe.scheduler.config, flow_shift=8.0)
 pipe.to("cuda")
 
-lora_adapters = []
-lora_weights = []
-# Load and fuse the single merged FusionX LoRA
-
+# Load the single merged FusionX LoRA
 try:
-    # Load CausVid LoRA (strength 1.0 as per FusionX)
     lora_path = hf_hub_download(
         repo_id=LORA_REPO_ID, 
         filename=LORA_FILENAME, 
         subfolder=LORA_SUBFOLDER
     )
+    # Load the LoRA weights into the transformer model component
     pipe.load_lora_weights(lora_path, adapter_name="fusionx")
-    lora_adapters.append("fusionx")
-    lora_weights.append(1.0)  # FusionX uses 1.0
-    print("✅ FusionX LoRA loaded (strength: 1.0)")
+    # Set the adapter to be active
+    pipe.set_adapters(["fusionx"])
+    print("✅ FusionX LoRA loaded and activated. Use the slider to control its strength.")
 except Exception as e:
     print(f"⚠️ FusionX LoRA not loaded: {e}")