diff --git a/example_workflows/LongCatAvatar_audio_image_to_video_example_01.json b/example_workflows/LongCatAvatar_audio_image_to_video_example_01.json
index f0559ae..cfd6784 100644
--- a/example_workflows/LongCatAvatar_audio_image_to_video_example_01.json
+++ b/example_workflows/LongCatAvatar_audio_image_to_video_example_01.json
@@ -721,8 +721,8 @@
         "ver": "0.5.0"
       },
       "widgets_values": [
-        5,
-        60
+        0,
+        2048
       ]
     },
     {
diff --git a/nodes_model_loading.py b/nodes_model_loading.py
index 6c45e7a..460d925 100644
--- a/nodes_model_loading.py
+++ b/nodes_model_loading.py
@@ -132,6 +132,7 @@ def standardize_lora_key_format(lora_sd):
             k = k.replace('vace_blocks.', 'diffusion_model.vace_blocks.')
         k = k.replace('.default.', '.')
         k = k.replace('.diff_m', '.modulation.diff')
+        k = k.replace('base_model.model.', 'diffusion_model.')
 
         # Fun LoRA format
         if k.startswith('lora_unet__'):
diff --git a/pyproject.toml b/pyproject.toml
index 427a9c7..5629a50 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -1,7 +1,7 @@
 [project]
 name = "ComfyUI-WanVideoWrapper"
 description = "ComfyUI wrapper nodes for WanVideo"
-version = "1.4.4"
+version = "1.4.5"
 license = {file = "LICENSE"}
 dependencies = ["accelerate >= 1.2.1", "diffusers >= 0.33.0", "peft >= 0.17.0", "ftfy", "gguf >= 0.17.1", "pyloudnorm"]