diff --git a/README.md b/README.md
index b99d8f8..74f7e9e 100644
--- a/README.md
+++ b/README.md
@@ -38,6 +38,7 @@
 ## 📢 News
 - [x] **[2025.01.06]** Release the code and models of ACE++.
 - [x] **[2025.01.07]** Release the demo on [HuggingFace](https://huggingface.co/spaces/scepter-studio/ACE-Plus).
+- [x] **[2025.01.16]** Release the training code for lora.
 - [] **[ToDo]** Update Models.
 
 ##  🔥 ACE Models
diff --git a/requirements.txt b/requirements.txt
index 105fe57..de32498 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,4 +4,5 @@ transformers
 torch>=2.4.1
 xformers>=0.0.27.post2
 gradio>=4.44.1
-scepter
\ No newline at end of file
+scepter
+ms_swift
\ No newline at end of file
diff --git a/train_config/ace_plus_lora.yaml b/train_config/ace_plus_lora.yaml
index 73b0ed7..e47615b 100644
--- a/train_config/ace_plus_lora.yaml
+++ b/train_config/ace_plus_lora.yaml
@@ -274,4 +274,4 @@ SOLVER:
   EVAL_HOOKS:
     - NAME: ProbeDataHook
       PROB_INTERVAL: 50
-      PRIORITY: 0
+      PRIORITY: 0
\ No newline at end of file