diff --git a/src/zh/README.md b/src/zh/README.md
index 19634549e..cddeedeb9 100644
--- a/src/zh/README.md
+++ b/src/zh/README.md
@@ -36,8 +36,8 @@ projects:
     link: /zh/category/数据集/
 
   - icon: puzzle-piece
-    name: 推理方法
-    link: /zh/category/推理方法/
+    name: 大模型推理
+    link: /zh/category/大模型推理/
 
   - icon: puzzle-piece
     name: Token
diff --git a/src/zh/posts/README.md b/src/zh/posts/README.md
index 9f4d10fae..5c14e0ad6 100644
--- a/src/zh/posts/README.md
+++ b/src/zh/posts/README.md
@@ -15,5 +15,5 @@ article: false
 - [微调技术](./finetune/)
 - [评估方法](./eval/)
 - [数据集](./dataset/)
-- [推理方法](./reasoning/)
+- [大模型推理](./reasoning/)
 - [Token](./token/)
\ No newline at end of file
diff --git a/src/zh/posts/reasoning/GPT4Reason.md b/src/zh/posts/reasoning/GPT4Reason.md
index b1b9df64e..04ea4a6a2 100644
--- a/src/zh/posts/reasoning/GPT4Reason.md
+++ b/src/zh/posts/reasoning/GPT4Reason.md
@@ -5,7 +5,7 @@ date: 2023-08-13
 shortTitle: 探究GPT4的推理能力
 title: 探究GPT-4到底有没有推理能力？
 category:
-  - 推理方法
+  - 大模型推理
 tag:
   - GPT-4
   - Reasoning
diff --git a/src/zh/posts/reasoning/README.md b/src/zh/posts/reasoning/README.md
index 7ee3002fc..d73ddc5d4 100644
--- a/src/zh/posts/reasoning/README.md
+++ b/src/zh/posts/reasoning/README.md
@@ -1,10 +1,10 @@
 ---
-title: 推理方法
+title: 大模型推理
 icon: gem
 index: false
 article: false
 category:
-  - 推理方法
+  - 大模型推理
 tag:
   - Reasoning
 dir:
diff --git a/src/zh/posts/reasoning/llmReasonSurvey.md b/src/zh/posts/reasoning/llmReasonSurvey.md
index e57ae04f5..a050dfa60 100644
--- a/src/zh/posts/reasoning/llmReasonSurvey.md
+++ b/src/zh/posts/reasoning/llmReasonSurvey.md
@@ -5,7 +5,7 @@ date: 2023-07-14
 shortTitle: LLM推理综述
 title: 论文分享：基于提示学习的大型语言模型推理综述
 category:
-  - 推理方法
+  - 大模型推理
 tag:
   - Survey
   - LLM