diff --git a/docs/feature_models/PaddleYOLO_MODEL.md b/docs/feature_models/PaddleYOLO_MODEL.md
index e9ba354077d20754233483978f1bb15efe17ef73..73b9f0cfc799aac18a81813427a0961b018d7d54 100644
--- a/docs/feature_models/PaddleYOLO_MODEL.md
+++ b/docs/feature_models/PaddleYOLO_MODEL.md
@@ -1,22 +1,28 @@
-简体中文 | [English](MODEL_ZOO_en.md)
+简体中文 | [English](PaddleYOLO_MODEL_en.md)
 
 # [**PaddleYOLO**](https://github.com/PaddlePaddle/PaddleYOLO)
 
 ## 内容
-- [简介](#简介)
-- [模型库](#模型库)
-    - [PP-YOLOE](#PP-YOLOE)
-    - [YOLOX](#YOLOX)
-    - [YOLOv5](#YOLOv5)
-    - [YOLOv6](#YOLOv6)
-    - [YOLOv7](#YOLOv7)
-    - [YOLOv8](#YOLOv8)
-    - [RTMDet](#RTMDet)
-    - [VOC](#VOC)
-- [使用指南](#使用指南)
-    - [一键运行全流程](#一键运行全流程)
+- [**PaddleYOLO**](#paddleyolo)
+  - [内容](#内容)
+  - [简介](#简介)
+  - [更新日志](#更新日志)
+  - [模型库](#模型库)
+    - [PP-YOLOE](#pp-yoloe)
+    - [YOLOX](#yolox)
+    - [YOLOv5](#yolov5)
+    - [YOLOv6](#yolov6)
+    - [YOLOv7](#yolov7)
+    - [YOLOv8](#yolov8)
+    - [RTMDet](#rtmdet)
+    - [**注意:**](#注意)
+    - [VOC](#voc)
+  - [使用指南](#使用指南)
+    - [**一键运行全流程**](#一键运行全流程)
     - [自定义数据集](#自定义数据集)
-- [FastDeploy多硬件部署](#FastDeploy多硬件部署)
+      - [数据集准备：](#数据集准备)
+      - [fintune训练：](#fintune训练)
+      - [预测和导出：](#预测和导出)
 
 ## 简介
 
diff --git a/docs/feature_models/PaddleYOLO_MODEL_en.md b/docs/feature_models/PaddleYOLO_MODEL_en.md
index b73634759811e9f8854495ebe26a3e1ede23115b..beea3c27fbdadc81f6de2f565da80151f5865ccb 100644
--- a/docs/feature_models/PaddleYOLO_MODEL_en.md
+++ b/docs/feature_models/PaddleYOLO_MODEL_en.md
@@ -1,21 +1,28 @@
-[简体中文](MODEL_ZOO_cn.md) | English
+[简体中文](PaddleYOLO_MODEL.md) | English
 
 # [**PaddleYOLO**](https://github.com/PaddlePaddle/PaddleYOLO)
 
 ## Introduction
-- [Introduction](#Introduction)
-- [ModelZoo](#ModelZoo)
-    - [PP-YOLOE](#PP-YOLOE)
-    - [YOLOX](#YOLOX)
-    - [YOLOv5](#YOLOv5)
-    - [YOLOv6](#YOLOv6)
-    - [YOLOv7](#YOLOv7)
-    - [YOLOv8](#YOLOv8)
-    - [RTMDet](#RTMDet)
-    - [VOC](#VOC)
-- [UserGuide](#UserGuide)
-    - [Pipeline](#Pipeline)
-    - [CustomDataset](#CustomDataset)
+- [**PaddleYOLO**](#paddleyolo)
+  - [Introduction](#introduction)
+  - [Introduction](#introduction-1)
+  - [Updates](#updates)
+  - [ModelZoo](#modelzoo)
+    - [PP-YOLOE](#pp-yoloe)
+    - [YOLOX](#yolox)
+    - [YOLOv5](#yolov5)
+    - [YOLOv6](#yolov6)
+    - [YOLOv7](#yolov7)
+    - [YOLOv8](#yolov8)
+    - [RTMDet](#rtmdet)
+    - [**Notes：**](#notes)
+    - [VOC](#voc)
+  - [UserGuide](#userguide)
+    - [**Pipeline**](#pipeline)
+    - [CustomDataset](#customdataset)
+      - [preparation：](#preparation)
+      - [fintune：](#fintune)
+      - [Predict and export:](#predict-and-export)
 
 ## Introduction