diff --git a/README.md b/README.md
index ff712e2..44d072e 100644
--- a/README.md
+++ b/README.md
@@ -37,8 +37,8 @@
 - [Groups](#-Groups)
 - [News](#-news)
 - [Installation](#%EF%B8%8F-installation)
-- [Quick Start](#-quick-Start)
 - [Model List](#-Model-List)
+- [Quick Start](#-quick-Start)
 - [License](#-License)
 
 
@@ -75,6 +75,27 @@ pip install -e .
 uv pip install -e . --torch-backend=auto
 ```
 
+## ✨ Model List
+
+The following is the list of models supported by MCore-Bridge:
+
+| Series     | model_type                                                   |
+| -------- | ------------------------------------------------------------ |
+| Qwen     | qwen2, qwen2_moe<br />qwen2_vl, qwen2_5_vl, qwen2_5_omni<br />qwen3, qwen3_moe<br />qwen3_vl, qwen3_vl_moe, qwen3_omni_moe<br />qwen3_next, qwen3_5, qwen3_5_moe |
+| DeepSeek | deepseek_v3, deepseek_v32                                    |
+| GLM      | glm4, glm4_moe, glm4_moe_lite<br />glm4v, glm4v_moe, <br />glm_moe_dsa |
+| MiniMax  | minimax_m2                                                   |
+| Kimi     | kimi_k2, kimi_vl                                             |
+| InternLM | internlm3, internvl_chat, internvl                           |
+| Ovis     | ovis2_5                                                      |
+| Llama    | llama, llama4                                                |
+| GPT-OSS  | gpt_oss                                                      |
+| ERNIE    | ernie4_5, ernie4_5_moe                                       |
+| MiMo     | mimo                                                         |
+| Dots     | dots1                                                        |
+| OLMoE    | olmoe                                                        |
+
+
 ## 🚀 Quick Start
 
 How to use MCore-Bridge for training can be referred to the [ms-swift project](https://swift.readthedocs.io/en/latest/Megatron-SWIFT/Mcore-Bridge.html). Here we introduce how to use MCore-Bridge programmatically.
@@ -217,26 +238,6 @@ model = Qwen3_5ForConditionalGeneration.from_pretrained(model_dir)
 peft_model = PeftModel.from_pretrained(model, 'Qwen3.5-4B-LoRA')
 ```
 
-## ✨ Model List
-
-The following is the list of models supported by MCore-Bridge:
-
-| Series     | model_type                                                   |
-| -------- | ------------------------------------------------------------ |
-| Qwen     | qwen2, qwen2_moe<br />qwen2_vl, qwen2_5_vl, qwen2_5_omni<br />qwen3, qwen3_moe<br />qwen3_vl, qwen3_vl_moe, qwen3_omni_moe<br />qwen3_next, qwen3_5, qwen3_5_moe |
-| DeepSeek | deepseek_v3, deepseek_v32                                    |
-| GLM      | glm4, glm4_moe, glm4_moe_lite<br />glm4v, glm4v_moe, <br />glm_moe_dsa |
-| MiniMax  | minimax_m2                                                   |
-| Kimi     | kimi_k2, kimi_vl                                             |
-| InternLM | internlm3, internvl_chat, internvl                           |
-| Ovis     | ovis2_5                                                      |
-| Llama    | llama, llama4                                                |
-| GPT-OSS  | gpt_oss                                                      |
-| ERNIE    | ernie4_5, ernie4_5_moe                                       |
-| MiMo     | mimo                                                         |
-| Dots     | dots1                                                        |
-| OLMoE    | olmoe                                                        |
-
 ## 🏛 License
 
 This framework is licensed under the [Apache License (Version 2.0)](https://github.com/modelscope/mcore-bridge/blob/master/LICENSE). For models and datasets, please refer to the original resource page and follow the corresponding License.
diff --git a/README_zh.md b/README_zh.md
index c502ad4..801b4af 100644
--- a/README_zh.md
+++ b/README_zh.md
@@ -37,8 +37,8 @@
 - [用户群](#-用户群)
 - [新闻](#-新闻)
 - [安装](#%EF%B8%8F-安装)
-- [快速开始](#-快速开始)
 - [模型列表](#-模型列表)
+- [快速开始](#-快速开始)
 - [License](#-license)
 
 ## ☎ 用户群
@@ -74,6 +74,26 @@ pip install -e .
 uv pip install -e . --torch-backend=auto
 ```
 
+## ✨ 模型列表
+
+以下为MCore-Bridge支持的模型列表：
+
+| 系列     | model_type                                                   |
+| -------- | ------------------------------------------------------------ |
+| Qwen     | qwen2, qwen2_moe<br />qwen2_vl, qwen2_5_vl, qwen2_5_omni<br />qwen3, qwen3_moe<br />qwen3_vl, qwen3_vl_moe, qwen3_omni_moe<br />qwen3_next, qwen3_5, qwen3_5_moe |
+| DeepSeek | deepseek_v3, deepseek_v32                                    |
+| GLM      | glm4, glm4_moe, glm4_moe_lite<br />glm4v, glm4v_moe, <br />glm_moe_dsa |
+| MiniMax  | minimax_m2                                                   |
+| Kimi     | kimi_k2, kimi_vl                                             |
+| InternLM | internlm3, internvl_chat, internvl                           |
+| Ovis     | ovis2_5                                                      |
+| Llama    | llama, llama4                                                |
+| GPT-OSS  | gpt_oss                                                      |
+| ERNIE    | ernie4_5, ernie4_5_moe                                       |
+| MiMo     | mimo                                                         |
+| Dots     | dots1                                                        |
+| OLMoE    | olmoe                                                        |
+
 ## 🚀 快速开始
 
 如何使用MCore-Bridge进行训练可以参考[ms-swift项目](https://swift.readthedocs.io/zh-cn/latest/Megatron-SWIFT/Mcore-Bridge.html)。这里介绍如何使用代码方式使用Mcore-Bridge。
@@ -214,26 +234,6 @@ model = Qwen3_5ForConditionalGeneration.from_pretrained(model_dir)
 peft_model = PeftModel.from_pretrained(model, 'Qwen3.5-4B-LoRA')
 ```
 
-## ✨ 模型列表
-
-以下为MCore-Bridge支持的模型列表：
-
-| 系列     | model_type                                                   |
-| -------- | ------------------------------------------------------------ |
-| Qwen     | qwen2, qwen2_moe<br />qwen2_vl, qwen2_5_vl, qwen2_5_omni<br />qwen3, qwen3_moe<br />qwen3_vl, qwen3_vl_moe, qwen3_omni_moe<br />qwen3_next, qwen3_5, qwen3_5_moe |
-| DeepSeek | deepseek_v3, deepseek_v32                                    |
-| GLM      | glm4, glm4_moe, glm4_moe_lite<br />glm4v, glm4v_moe, <br />glm_moe_dsa |
-| MiniMax  | minimax_m2                                                   |
-| Kimi     | kimi_k2, kimi_vl                                             |
-| InternLM | internlm3, internvl_chat, internvl                           |
-| Ovis     | ovis2_5                                                      |
-| Llama    | llama, llama4                                                |
-| GPT-OSS  | gpt_oss                                                      |
-| ERNIE    | ernie4_5, ernie4_5_moe                                       |
-| MiMo     | mimo                                                         |
-| Dots     | dots1                                                        |
-| OLMoE    | olmoe                                                        |
-
 
 ## 🏛 License