Update app.py

app.py

@@ -66,6 +66,15 @@ pipe.load_lora_weights(
     weight_name="Lightx2v/lightx2v_I2V_14B_480p_cfg_step_distill_rank128_bf16.safetensors", 
     adapter_name="lightx2v"
 )
+
+kwargs_lora_exp_h = {}
+kwargs_lora_exp_h["load_into_transformer"] = True
+pipe.load_lora_weights(
+    "GiorgioV/LoRA_for_WAN_22", 
+    weight_name="LoRA_exp.safetensors", 
+    adapter_name="lora_exp_h", **kwargs_lora_exp_h
+)
+
 kwargs_lora = {}
 kwargs_lora["load_into_transformer_2"] = True
 pipe.load_lora_weights(
@@ -82,8 +91,9 @@ pipe.load_lora_weights(
     adapter_name="lora_exp", **kwargs_lora_exp
 )
 
-pipe.set_adapters(["lightx2v", "lightx2v_2", "lora_exp"], adapter_weights=[1., 1., 1.])
+pipe.set_adapters(["lightx2v", "lora_exp_h", "lightx2v_2", "lora_exp"], adapter_weights=[1., 1., 1., 1.])
 pipe.fuse_lora(adapter_names=["lightx2v"], lora_scale=3., components=["transformer"])
+pipe.fuse_lora(adapter_names=["lora_exp_h"], lora_scale=1., 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()