Update app.py

app.py

@@ -73,9 +73,19 @@ pipe.load_lora_weights(
     weight_name="Lightx2v/lightx2v_I2V_14B_480p_cfg_step_distill_rank128_bf16.safetensors", 
     adapter_name="lightx2v_2", **kwargs_lora
 )
-pipe.set_adapters(["lightx2v", "lightx2v_2"], adapter_weights=[1., 1.])
+
+kwargs_lora_exp = {}
+kwargs_lora_exp["load_into_transformer_2"] = True
+pipe.load_lora_weights(
+    "GiorgioV/LoRA_for_WAN_22", 
+    weight_name="LoRA_exp.safetensors", 
+    adapter_name="lora_exp", **kwargs_lora_exp
+)
+
+pipe.set_adapters(["lightx2v", "lightx2v_2", "lora_exp"], adapter_weights=[1., 1., 1.])
 pipe.fuse_lora(adapter_names=["lightx2v"], lora_scale=3., components=["transformer"])
 pipe.fuse_lora(adapter_names=["lightx2v_2"], lora_scale=1., components=["transformer_2"])
+pipe.fuse_lora(adapter_names=["lora_exp"], lora_scale=1., components=["transformer_2"])
 pipe.unload_lora_weights()
 
 quantize_(pipe.text_encoder, Int8WeightOnlyConfig())