diff --git a/cogvideox/ui/ui.py b/cogvideox/ui/ui.py
index 7f4824c..c0c5307 100644
--- a/cogvideox/ui/ui.py
+++ b/cogvideox/ui/ui.py
@@ -427,11 +427,11 @@ def ui(low_gpu_memory_mode, weight_dtype):
     with gr.Blocks(css=css) as demo:
         gr.Markdown(
             """
-            # CogVideoX-Arbitrary:
+            # CogVideoX-Fun:
 
             A CogVideoX with more flexible generation conditions, capable of producing videos of different resolutions, around 6 seconds, and fps 8 (frames 1 to 49), as well as image generated videos. 
 
-            [Github](https://github.com/aigc-apps/CogVideoX-Arbitrary/)
+            [Github](https://github.com/aigc-apps/CogVideoX-Fun/)
             """
         )
         with gr.Column(variant="panel"):
@@ -872,11 +872,11 @@ def ui_modelscope(model_name, savedir_sample, low_gpu_memory_mode, weight_dtype)
     with gr.Blocks(css=css) as demo:
         gr.Markdown(
             """
-            # CogVideoX-Arbitrary
+            # CogVideoX-Fun
 
             A CogVideoX with more flexible generation conditions, capable of producing videos of different resolutions, around 6 seconds, and fps 8 (frames 1 to 49), as well as image generated videos. 
 
-            [Github](https://github.com/aigc-apps/CogVideoX-Arbitrary/)
+            [Github](https://github.com/aigc-apps/CogVideoX-Fun/)
             """
         )
         with gr.Column(variant="panel"):
@@ -903,7 +903,7 @@ def ui_modelscope(model_name, savedir_sample, low_gpu_memory_mode, weight_dtype)
                 with gr.Column(visible=False):
                     gr.Markdown(
                         """
-                        ### Minimalism is an example portrait of Lora, triggered by specific prompt words. More details can be found on [Wiki](https://github.com/aigc-apps/CogVideoX-Arbitrary/wiki/Training-Lora).
+                        ### Minimalism is an example portrait of Lora, triggered by specific prompt words. More details can be found on [Wiki](https://github.com/aigc-apps/CogVideoX-Fun/wiki/Training-Lora).
                         """
                     )
                     with gr.Row():
@@ -1206,11 +1206,11 @@ def ui_eas(model_name, savedir_sample):
     with gr.Blocks(css=css) as demo:
         gr.Markdown(
             """
-            # CogVideoX-Arbitrary
+            # CogVideoX-Fun
 
             A CogVideoX with more flexible generation conditions, capable of producing videos of different resolutions, around 6 seconds, and fps 8 (frames 1 to 49), as well as image generated videos. 
 
-            [Github](https://github.com/aigc-apps/CogVideoX-Arbitrary/)
+            [Github](https://github.com/aigc-apps/CogVideoX-Fun/)
             """
         )
         with gr.Column(variant="panel"):
@@ -1237,7 +1237,7 @@ def ui_eas(model_name, savedir_sample):
                 with gr.Column(visible=False):
                     gr.Markdown(
                         """
-                        ### Minimalism is an example portrait of Lora, triggered by specific prompt words. More details can be found on [Wiki](https://github.com/aigc-apps/CogVideoX-Arbitrary/wiki/Training-Lora).
+                        ### Minimalism is an example portrait of Lora, triggered by specific prompt words. More details can be found on [Wiki](https://github.com/aigc-apps/CogVideoX-Fun/wiki/Training-Lora).
                         """
                     )
                     with gr.Row():
diff --git a/scripts/README_TRAIN.md b/scripts/README_TRAIN.md
index 5e33cb7..3a16ef2 100644
--- a/scripts/README_TRAIN.md
+++ b/scripts/README_TRAIN.md
@@ -2,9 +2,9 @@
 
 The default training commands for the different versions are as follows:
 
-We can choose whether to use deep speed in CogVideoX-Arbitrary, which can save a lot of video memory. 
+We can choose whether to use deep speed in CogVideoX-Fun, which can save a lot of video memory. 
 
-CogVideoX-Arbitrary without deepspeed:
+CogVideoX-Fun without deepspeed:
 ```sh
 export MODEL_NAME="models/Diffusion_Transformer/CogVideoX-Fun-2b-InP"
 export DATASET_NAME="datasets/internal_datasets/"
@@ -52,7 +52,7 @@ accelerate launch --mixed_precision="bf16" scripts/train.py \
   --trainable_modules "."
 ```
 
-CogVideoX-Arbitrary with deepspeed:
+CogVideoX-Fun with deepspeed:
 ```sh
 export MODEL_NAME="models/Diffusion_Transformer/CogVideoX-Fun-2b-InP"
 export DATASET_NAME="datasets/internal_datasets/"
diff --git a/scripts/README_TRAIN_LORA.md b/scripts/README_TRAIN_LORA.md
index 67ee444..157c3fb 100644
--- a/scripts/README_TRAIN_LORA.md
+++ b/scripts/README_TRAIN_LORA.md
@@ -1,8 +1,8 @@
 ## Lora Training Code
 
-We can choose whether to use deep speed in CogVideoX-Arbitrary, which can save a lot of video memory. 
+We can choose whether to use deep speed in CogVideoX-Fun, which can save a lot of video memory. 
 
-CogVideoX-Arbitrary without deepspeed:
+CogVideoX-Fun without deepspeed:
 
 ```sh
 export MODEL_NAME="models/Diffusion_Transformer/CogVideoX-Fun-2b-InP"