Update app.py

app.py

@@ -43,7 +43,7 @@ SUB_MODEL_FILENAME = "Wan14BT2VFusioniX_fp16_.safetensors"
 #LORA_FILENAME = "Wan21_CausVid_14B_T2V_lora_rank32.safetensors"
 
 
-# new experiment
+# new experiment for future work
 
 LORA_REPO_ID = "vrgamedevgirl84/Wan14BT2VFusioniX"
 LORA_FILENAME = "FusionX_LoRa/Wan2.1_T2V_14B_FusionX_LoRA.safetensors"
@@ -58,16 +58,7 @@ pipe.scheduler = UniPCMultistepScheduler.from_config(pipe.scheduler.config, flow
 pipe.to("cuda")
 
 
-# Load FusionX enhancement LoRAs
-causvid_path = hf_hub_download(repo_id=LORA_REPO_ID, filename=LORA_FILENAME)
-pipe.load_lora_weights(causvid_path, adapter_name="causvid_lora")
-pipe.set_adapters(["causvid_lora"], adapter_weights=[0.95])
-for name, param in pipe.transformer.named_parameters():
-   if "lora_B" in name:
-       if "blocks.0" in name:
-           param.data = param.data * 0.25
-pipe.fuse_lora()
-pipe.unload_lora_weights()
+
 
 
 pipe.transformer.__class__.attn_processors = NagWanTransformer3DModel.attn_processors