Update app.py

app.py

@@ -38,25 +38,18 @@ pipe.to("cuda")
 lora_adapters = []
 lora_weights = []
 
+# --- Load and apply FusionX LoRA ---
+print("🧩 Loading FusionX LoRA adapter...")
 try:
-    # Load CausVid LoRA (strength 1.0 as per FusionX)
-    causvid_path = hf_hub_download(repo_id=LORA_REPO_ID, filename=LORA_FILENAME)
-    pipe.load_lora_weights(causvid_path, adapter_name="causvid_lora")
-    lora_adapters.append("causvid_lora")
-    lora_weights.append(1.0)  # FusionX uses 1.0 for CausVid
-    print("✅ CausVid LoRA loaded (strength: 1.0)")
+    lora_path = hf_hub_download(repo_id=LORA_REPO_ID, filename=LORA_FILENAME)
+    pipe.load_lora_weights(lora_path, adapter_name="fusionx_lora")
+    pipe.set_adapters(["fusionx_lora"], adapter_weights=[1.0])
+    pipe.fuse_lora()
+    print("✅ FusionX LoRA successfully applied at strength 1.0")
 except Exception as e:
-    print(f"⚠️ CausVid LoRA not loaded: {e}")
-
+    print(f"⚠️ Failed to load FusionX LoRA: {e}")
 
-
-# Apply LoRA adapters if any were loaded
-if lora_adapters:
-    pipe.set_adapters(lora_adapters, adapter_weights=lora_weights)
-    pipe.fuse_lora()
-    print(f"🔥 FusionX Enhancement Applied: {len(lora_adapters)} LoRAs fused")
-else:
-    print("📝 No LoRAs loaded - using base Wan model")
+print("✨ Pipeline ready for text-to-video generation!")
 
 MOD_VALUE = 32
 DEFAULT_H_SLIDER_VALUE = 576  # FusionX optimized default