diff --git a/.DS_Store b/.DS_Store
index 21c200a..7c2bc08 100644
Binary files a/.DS_Store and b/.DS_Store differ
diff --git a/image-20240430194452839.png b/assets/image-20240430194452839.png
similarity index 100%
rename from image-20240430194452839.png
rename to assets/image-20240430194452839.png
diff --git a/人人都能看懂的Transformer/.DS_Store b/人人都能看懂的Transformer/.DS_Store
index 81b81e9..db0abb0 100644
Binary files a/人人都能看懂的Transformer/.DS_Store and b/人人都能看懂的Transformer/.DS_Store differ
diff --git a/人人都能看懂的Transformer/第四章——多头注意力机制——QK矩阵相乘.md b/人人都能看懂的Transformer/第四章——多头注意力机制——QK矩阵相乘.md
index a8ad718..b90b4ff 100644
--- a/人人都能看懂的Transformer/第四章——多头注意力机制——QK矩阵相乘.md
+++ b/人人都能看懂的Transformer/第四章——多头注意力机制——QK矩阵相乘.md
@@ -85,7 +85,7 @@ $$
 
 现在我们知道矩阵相乘能代表相似度的高低，回到实际中，过程图如下
 
-<img src="../image-20240430194452839.png" alt="image-20240430194452839" style="zoom:50%;" />
+<img src="../assets/image-20240430194452839.png" alt="image-20240430194452839" style="zoom:50%;" />
 
 上面我放的文字，实际传给机器的时候是数值。